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--- |
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library_name: transformers |
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language: |
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- af |
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- ang |
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- bar |
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- bi |
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- bzj |
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- de |
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- djk |
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- drt |
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- en |
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- enm |
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- es |
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- fr |
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- frr |
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- fy |
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- gos |
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- gsw |
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- hrx |
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- hwc |
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- icr |
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- jam |
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- kri |
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- ksh |
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- lb |
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- li |
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- nds |
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- nl |
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- ofs |
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- pcm |
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- pdc |
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- pfl |
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- pih |
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- pis |
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- pt |
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- rop |
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- sco |
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- srm |
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- srn |
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- stq |
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- swg |
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- tcs |
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- tpi |
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- vls |
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- wae |
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- yi |
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- zea |
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tags: |
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- translation |
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- opus-mt-tc-bible |
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license: apache-2.0 |
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model-index: |
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- name: opus-mt-tc-bible-big-gmw-deu_eng_fra_por_spa |
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results: |
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- task: |
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name: Translation afr-deu |
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type: translation |
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args: afr-deu |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: afr-deu |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 29.5 |
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- name: chr-F |
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type: chrf |
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value: 0.58456 |
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- task: |
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name: Translation afr-eng |
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type: translation |
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args: afr-eng |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: afr-eng |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 54.7 |
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- name: chr-F |
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type: chrf |
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value: 0.74857 |
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- task: |
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name: Translation afr-fra |
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type: translation |
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args: afr-fra |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: afr-fra |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 37.2 |
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- name: chr-F |
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type: chrf |
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value: 0.62537 |
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- task: |
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name: Translation afr-por |
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type: translation |
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args: afr-por |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: afr-por |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 36.1 |
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- name: chr-F |
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type: chrf |
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value: 0.61751 |
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- task: |
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name: Translation afr-spa |
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type: translation |
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args: afr-spa |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: afr-spa |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 23.2 |
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- name: chr-F |
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type: chrf |
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value: 0.51647 |
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- task: |
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name: Translation deu-eng |
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type: translation |
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args: deu-eng |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: deu-eng |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 41.4 |
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- name: chr-F |
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type: chrf |
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value: 0.67103 |
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- task: |
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name: Translation deu-fra |
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type: translation |
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args: deu-fra |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: deu-fra |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 36.8 |
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- name: chr-F |
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type: chrf |
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value: 0.62658 |
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- task: |
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name: Translation deu-por |
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type: translation |
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args: deu-por |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: deu-por |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 34.8 |
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- name: chr-F |
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type: chrf |
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value: 0.60909 |
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- task: |
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name: Translation deu-spa |
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type: translation |
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args: deu-spa |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: deu-spa |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 24.2 |
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- name: chr-F |
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type: chrf |
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value: 0.52584 |
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- task: |
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name: Translation eng-deu |
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type: translation |
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args: eng-deu |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: eng-deu |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 37.5 |
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- name: chr-F |
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type: chrf |
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value: 0.64560 |
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- task: |
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name: Translation eng-fra |
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type: translation |
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args: eng-fra |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: eng-fra |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 49.1 |
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- name: chr-F |
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type: chrf |
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value: 0.70736 |
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- task: |
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name: Translation eng-por |
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type: translation |
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args: eng-por |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: eng-por |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 49.5 |
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- name: chr-F |
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type: chrf |
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value: 0.71065 |
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- task: |
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name: Translation eng-spa |
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type: translation |
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args: eng-spa |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: eng-spa |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 27.4 |
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- name: chr-F |
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type: chrf |
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value: 0.55738 |
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- task: |
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name: Translation lim-deu |
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type: translation |
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args: lim-deu |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: lim-deu |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 16.1 |
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- name: chr-F |
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type: chrf |
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value: 0.45062 |
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- task: |
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name: Translation lim-eng |
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type: translation |
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args: lim-eng |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: lim-eng |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 21.8 |
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- name: chr-F |
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type: chrf |
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value: 0.48217 |
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- task: |
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name: Translation lim-fra |
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type: translation |
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args: lim-fra |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: lim-fra |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 18.5 |
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- name: chr-F |
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type: chrf |
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value: 0.44347 |
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- task: |
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name: Translation lim-por |
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type: translation |
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args: lim-por |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: lim-por |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 16.8 |
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- name: chr-F |
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type: chrf |
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value: 0.42527 |
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- task: |
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name: Translation lim-spa |
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type: translation |
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args: lim-spa |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: lim-spa |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 13.6 |
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- name: chr-F |
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type: chrf |
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value: 0.39232 |
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- task: |
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name: Translation ltz-deu |
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type: translation |
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args: ltz-deu |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: ltz-deu |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 31.3 |
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- name: chr-F |
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type: chrf |
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value: 0.60114 |
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- task: |
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name: Translation ltz-eng |
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type: translation |
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args: ltz-eng |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: ltz-eng |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 39.3 |
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- name: chr-F |
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type: chrf |
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value: 0.64345 |
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- task: |
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name: Translation ltz-fra |
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type: translation |
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args: ltz-fra |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: ltz-fra |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 33.8 |
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- name: chr-F |
|
type: chrf |
|
value: 0.59368 |
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- task: |
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name: Translation ltz-por |
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type: translation |
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args: ltz-por |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: ltz-por |
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metrics: |
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- name: BLEU |
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type: bleu |
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value: 24.8 |
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- name: chr-F |
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type: chrf |
|
value: 0.51545 |
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- task: |
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name: Translation ltz-spa |
|
type: translation |
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args: ltz-spa |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: ltz-spa |
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metrics: |
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- name: BLEU |
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type: bleu |
|
value: 17.5 |
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- name: chr-F |
|
type: chrf |
|
value: 0.44821 |
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- task: |
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name: Translation nld-deu |
|
type: translation |
|
args: nld-deu |
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dataset: |
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name: flores200-devtest |
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type: flores200-devtest |
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args: nld-deu |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53650 |
|
- task: |
|
name: Translation nld-eng |
|
type: translation |
|
args: nld-eng |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: nld-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59102 |
|
- task: |
|
name: Translation nld-fra |
|
type: translation |
|
args: nld-fra |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: nld-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56608 |
|
- task: |
|
name: Translation nld-por |
|
type: translation |
|
args: nld-por |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: nld-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54728 |
|
- task: |
|
name: Translation nld-spa |
|
type: translation |
|
args: nld-spa |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: nld-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 20.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.49175 |
|
- task: |
|
name: Translation tpi-deu |
|
type: translation |
|
args: tpi-deu |
|
dataset: |
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name: flores200-devtest |
|
type: flores200-devtest |
|
args: tpi-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 10.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.40350 |
|
- task: |
|
name: Translation tpi-eng |
|
type: translation |
|
args: tpi-eng |
|
dataset: |
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name: flores200-devtest |
|
type: flores200-devtest |
|
args: tpi-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 19.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.48289 |
|
- task: |
|
name: Translation tpi-fra |
|
type: translation |
|
args: tpi-fra |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: tpi-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 16.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.43428 |
|
- task: |
|
name: Translation tpi-por |
|
type: translation |
|
args: tpi-por |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: tpi-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 15.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.42966 |
|
- task: |
|
name: Translation tpi-spa |
|
type: translation |
|
args: tpi-spa |
|
dataset: |
|
name: flores200-devtest |
|
type: flores200-devtest |
|
args: tpi-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 12.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.39730 |
|
- task: |
|
name: Translation afr-deu |
|
type: translation |
|
args: afr-deu |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: afr deu devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57831 |
|
- task: |
|
name: Translation afr-eng |
|
type: translation |
|
args: afr-eng |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: afr eng devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 53.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.74272 |
|
- task: |
|
name: Translation afr-fra |
|
type: translation |
|
args: afr-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: afr fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61936 |
|
- task: |
|
name: Translation afr-por |
|
type: translation |
|
args: afr-por |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: afr por devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 35.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61309 |
|
- task: |
|
name: Translation afr-spa |
|
type: translation |
|
args: afr-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: afr spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.51393 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: deu spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 23.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52438 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: eng deu devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.64236 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: eng spa devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55524 |
|
- task: |
|
name: Translation nld-deu |
|
type: translation |
|
args: nld-deu |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: nld deu devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53435 |
|
- task: |
|
name: Translation nld-eng |
|
type: translation |
|
args: nld-eng |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: nld eng devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58686 |
|
- task: |
|
name: Translation nld-fra |
|
type: translation |
|
args: nld-fra |
|
dataset: |
|
name: flores101-devtest |
|
type: flores_101 |
|
args: nld fra devtest |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56292 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: generaltest2022 |
|
type: generaltest2022 |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56042 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: generaltest2022 |
|
type: generaltest2022 |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61145 |
|
- task: |
|
name: Translation eng-deu |
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type: translation |
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args: eng-deu |
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dataset: |
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name: generaltest2022 |
|
type: generaltest2022 |
|
args: eng-deu |
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metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60090 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: multi30k_test_2016_flickr |
|
type: multi30k-2016_flickr |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 40.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60974 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: multi30k_test_2016_flickr |
|
type: multi30k-2016_flickr |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 38.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62493 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: multi30k_test_2016_flickr |
|
type: multi30k-2016_flickr |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 35.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.64164 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: multi30k_test_2016_flickr |
|
type: multi30k-2016_flickr |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 50.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.71137 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: multi30k_test_2017_flickr |
|
type: multi30k-2017_flickr |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 40.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63118 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: multi30k_test_2017_flickr |
|
type: multi30k-2017_flickr |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62614 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: multi30k_test_2017_flickr |
|
type: multi30k-2017_flickr |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62518 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: multi30k_test_2017_flickr |
|
type: multi30k-2017_flickr |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 50.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.71402 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: multi30k_test_2017_mscoco |
|
type: multi30k-2017_mscoco |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55495 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: multi30k_test_2017_mscoco |
|
type: multi30k-2017_mscoco |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59307 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: multi30k_test_2017_mscoco |
|
type: multi30k-2017_mscoco |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58028 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: multi30k_test_2017_mscoco |
|
type: multi30k-2017_mscoco |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 54.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.73637 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: multi30k_test_2018_flickr |
|
type: multi30k-2018_flickr |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59367 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: multi30k_test_2018_flickr |
|
type: multi30k-2018_flickr |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57388 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: multi30k_test_2018_flickr |
|
type: multi30k-2018_flickr |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59998 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: multi30k_test_2018_flickr |
|
type: multi30k-2018_flickr |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 41.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65354 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newsdiscusstest2015 |
|
type: newsdiscusstest2015 |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63308 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstestALL2020 |
|
type: newstestALL2020 |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60800 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstestALL2020 |
|
type: newstestALL2020 |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60078 |
|
- task: |
|
name: Translation afr-deu |
|
type: translation |
|
args: afr-deu |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: afr-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55289 |
|
- task: |
|
name: Translation afr-eng |
|
type: translation |
|
args: afr-eng |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: afr-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 51.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72558 |
|
- task: |
|
name: Translation afr-fra |
|
type: translation |
|
args: afr-fra |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: afr-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56601 |
|
- task: |
|
name: Translation afr-por |
|
type: translation |
|
args: afr-por |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: afr-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55396 |
|
- task: |
|
name: Translation afr-spa |
|
type: translation |
|
args: afr-spa |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: afr-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58558 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61722 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55908 |
|
- task: |
|
name: Translation deu-por |
|
type: translation |
|
args: deu-por |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: deu-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54059 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56887 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58492 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 35.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61349 |
|
- task: |
|
name: Translation eng-por |
|
type: translation |
|
args: eng-por |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: eng-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59785 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 40.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63935 |
|
- task: |
|
name: Translation ltz-deu |
|
type: translation |
|
args: ltz-deu |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: ltz-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 21.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.51469 |
|
- task: |
|
name: Translation ltz-eng |
|
type: translation |
|
args: ltz-eng |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: ltz-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58627 |
|
- task: |
|
name: Translation ltz-fra |
|
type: translation |
|
args: ltz-fra |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: ltz-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.50491 |
|
- task: |
|
name: Translation ltz-por |
|
type: translation |
|
args: ltz-por |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: ltz-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 18.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.45364 |
|
- task: |
|
name: Translation ltz-spa |
|
type: translation |
|
args: ltz-spa |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: ltz-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 21.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.47568 |
|
- task: |
|
name: Translation nld-deu |
|
type: translation |
|
args: nld-deu |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: nld-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55943 |
|
- task: |
|
name: Translation nld-eng |
|
type: translation |
|
args: nld-eng |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: nld-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63470 |
|
- task: |
|
name: Translation nld-fra |
|
type: translation |
|
args: nld-fra |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: nld-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55832 |
|
- task: |
|
name: Translation nld-por |
|
type: translation |
|
args: nld-por |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: nld-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54714 |
|
- task: |
|
name: Translation nld-spa |
|
type: translation |
|
args: nld-spa |
|
dataset: |
|
name: ntrex128 |
|
type: ntrex128 |
|
args: nld-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57692 |
|
- task: |
|
name: Translation afr-deu |
|
type: translation |
|
args: afr-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: afr-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 48.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68492 |
|
- task: |
|
name: Translation afr-eng |
|
type: translation |
|
args: afr-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: afr-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 59.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72943 |
|
- task: |
|
name: Translation afr-spa |
|
type: translation |
|
args: afr-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: afr-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 58.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72793 |
|
- task: |
|
name: Translation deu-deu |
|
type: translation |
|
args: deu-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: deu-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59840 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 48.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65957 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 50.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68054 |
|
- task: |
|
name: Translation deu-por |
|
type: translation |
|
args: deu-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: deu-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 42.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63368 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 49.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68198 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 40.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62497 |
|
- task: |
|
name: Translation eng-eng |
|
type: translation |
|
args: eng-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: eng-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 57.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.79878 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 50.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68567 |
|
- task: |
|
name: Translation eng-por |
|
type: translation |
|
args: eng-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: eng-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 53.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72204 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 55.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72539 |
|
- task: |
|
name: Translation fry-eng |
|
type: translation |
|
args: fry-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: fry-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55137 |
|
- task: |
|
name: Translation gos-deu |
|
type: translation |
|
args: gos-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: gos-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 24.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.46120 |
|
- task: |
|
name: Translation gos-eng |
|
type: translation |
|
args: gos-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: gos-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.38628 |
|
- task: |
|
name: Translation gsw-eng |
|
type: translation |
|
args: gsw-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: gsw-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.43003 |
|
- task: |
|
name: Translation ltz-deu |
|
type: translation |
|
args: ltz-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ltz-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.48474 |
|
- task: |
|
name: Translation ltz-eng |
|
type: translation |
|
args: ltz-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: ltz-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 56.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65366 |
|
- task: |
|
name: Translation multi-multi |
|
type: translation |
|
args: multi-multi |
|
dataset: |
|
name: tatoeba-test-v2020-07-28-v2023-09-26 |
|
type: tatoeba_mt |
|
args: multi-multi |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 50.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68713 |
|
- task: |
|
name: Translation nds-deu |
|
type: translation |
|
args: nds-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nds-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 45.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65251 |
|
- task: |
|
name: Translation nds-eng |
|
type: translation |
|
args: nds-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nds-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 44.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61858 |
|
- task: |
|
name: Translation nds-fra |
|
type: translation |
|
args: nds-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nds-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 43.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60412 |
|
- task: |
|
name: Translation nds-por |
|
type: translation |
|
args: nds-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nds-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58778 |
|
- task: |
|
name: Translation nds-spa |
|
type: translation |
|
args: nds-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nds-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 43.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63404 |
|
- task: |
|
name: Translation nld-deu |
|
type: translation |
|
args: nld-deu |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nld-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 55.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72998 |
|
- task: |
|
name: Translation nld-eng |
|
type: translation |
|
args: nld-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nld-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 60.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.74362 |
|
- task: |
|
name: Translation nld-fra |
|
type: translation |
|
args: nld-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nld-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 48.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68461 |
|
- task: |
|
name: Translation nld-por |
|
type: translation |
|
args: nld-por |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nld-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 49.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68798 |
|
- task: |
|
name: Translation nld-spa |
|
type: translation |
|
args: nld-spa |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: nld-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 51.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.69971 |
|
- task: |
|
name: Translation yid-eng |
|
type: translation |
|
args: yid-eng |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: yid-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.49807 |
|
- task: |
|
name: Translation yid-fra |
|
type: translation |
|
args: yid-fra |
|
dataset: |
|
name: tatoeba-test-v2021-08-07 |
|
type: tatoeba_mt |
|
args: yid-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54147 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: tico19-test |
|
type: tico19-test |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62559 |
|
- task: |
|
name: Translation eng-por |
|
type: translation |
|
args: eng-por |
|
dataset: |
|
name: tico19-test |
|
type: tico19-test |
|
args: eng-por |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 49.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72765 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: tico19-test |
|
type: tico19-test |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 51.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.72905 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2008 |
|
type: wmt-2008-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54434 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2008 |
|
type: wmt-2008-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55076 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: newstest2008 |
|
type: wmt-2008-news |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54056 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2008 |
|
type: wmt-2008-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 23.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52906 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2008 |
|
type: wmt-2008-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55247 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: newstest2008 |
|
type: wmt-2008-news |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56423 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53972 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53975 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53677 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.53097 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57542 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: newstest2009 |
|
type: wmt-2009-news |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57733 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58278 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 29.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57876 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59402 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.54587 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59460 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: newstest2010 |
|
type: wmt-2010-news |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.61861 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55074 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55879 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.2 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56593 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 22.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52619 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60960 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: newstest2011 |
|
type: wmt-2011-news |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 38.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62056 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56290 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 27.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55931 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.57369 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 23.3 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.52668 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59076 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: newstest2012 |
|
type: wmt-2012-news |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 38.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.62361 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58065 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56431 |
|
- task: |
|
name: Translation deu-spa |
|
type: translation |
|
args: deu-spa |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: deu-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56965 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 26.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.55423 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58760 |
|
- task: |
|
name: Translation eng-spa |
|
type: translation |
|
args: eng-spa |
|
dataset: |
|
name: newstest2013 |
|
type: wmt-2013-news |
|
args: eng-spa |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 35.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59825 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2014 |
|
type: wmt-2014-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 32.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59617 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2014 |
|
type: wmt-2014-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 28.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58847 |
|
- task: |
|
name: Translation eng-fra |
|
type: translation |
|
args: eng-fra |
|
dataset: |
|
name: newstest2014 |
|
type: wmt-2014-news |
|
args: eng-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65294 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2015 |
|
type: wmt-2015-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59741 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2015 |
|
type: wmt-2015-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59474 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2016 |
|
type: wmt-2016-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 40.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.64981 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2016 |
|
type: wmt-2016-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 37.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63839 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2017 |
|
type: wmt-2017-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 35.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60957 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2017 |
|
type: wmt-2017-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 30.0 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.58967 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2018 |
|
type: wmt-2018-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 43.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.66739 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2018 |
|
type: wmt-2018-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 44.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.68858 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2019 |
|
type: wmt-2019-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 39.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63671 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2019 |
|
type: wmt-2019-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 36.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.63043 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2019 |
|
type: wmt-2019-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 41.4 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.65934 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2020 |
|
type: wmt-2020-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 34.5 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60800 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2020 |
|
type: wmt-2020-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 33.1 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60544 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2020 |
|
type: wmt-2020-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.7 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60078 |
|
- task: |
|
name: Translation deu-eng |
|
type: translation |
|
args: deu-eng |
|
dataset: |
|
name: newstest2021 |
|
type: wmt-2021-news |
|
args: deu-eng |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.9 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.60048 |
|
- task: |
|
name: Translation deu-fra |
|
type: translation |
|
args: deu-fra |
|
dataset: |
|
name: newstest2021 |
|
type: wmt-2021-news |
|
args: deu-fra |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 31.8 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.59590 |
|
- task: |
|
name: Translation eng-deu |
|
type: translation |
|
args: eng-deu |
|
dataset: |
|
name: newstest2021 |
|
type: wmt-2021-news |
|
args: eng-deu |
|
metrics: |
|
- name: BLEU |
|
type: bleu |
|
value: 25.6 |
|
- name: chr-F |
|
type: chrf |
|
value: 0.56133 |
|
--- |
|
# opus-mt-tc-bible-big-gmw-deu_eng_fra_por_spa |
|
|
|
## Table of Contents |
|
- [Model Details](#model-details) |
|
- [Uses](#uses) |
|
- [Risks, Limitations and Biases](#risks-limitations-and-biases) |
|
- [How to Get Started With the Model](#how-to-get-started-with-the-model) |
|
- [Training](#training) |
|
- [Evaluation](#evaluation) |
|
- [Citation Information](#citation-information) |
|
- [Acknowledgements](#acknowledgements) |
|
|
|
## Model Details |
|
|
|
Neural machine translation model for translating from West Germanic languages (gmw) to unknown (deu+eng+fra+por+spa). |
|
|
|
This model is part of the [OPUS-MT project](https://github.com/Helsinki-NLP/Opus-MT), an effort to make neural machine translation models widely available and accessible for many languages in the world. All models are originally trained using the amazing framework of [Marian NMT](https://marian-nmt.github.io/), an efficient NMT implementation written in pure C++. The models have been converted to pyTorch using the transformers library by huggingface. Training data is taken from [OPUS](https://opus.nlpl.eu/) and training pipelines use the procedures of [OPUS-MT-train](https://github.com/Helsinki-NLP/Opus-MT-train). |
|
**Model Description:** |
|
- **Developed by:** Language Technology Research Group at the University of Helsinki |
|
- **Model Type:** Translation (transformer-big) |
|
- **Release**: 2024-05-30 |
|
- **License:** Apache-2.0 |
|
- **Language(s):** |
|
- Source Language(s): afr ang bar bis bzj deu djk drt eng enm frr fry gos gsw hrx hwc icr jam kri ksh lim ltz nds nld ofs pcm pdc pfl pih pis rop sco srm srn stq swg tcs tpi vls wae yid zea |
|
- Target Language(s): deu eng fra por spa |
|
- Valid Target Language Labels: >>deu<< >>eng<< >>fra<< >>por<< >>spa<< >>xxx<< |
|
- **Original Model**: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip) |
|
- **Resources for more information:** |
|
- [OPUS-MT dashboard](https://opus.nlpl.eu/dashboard/index.php?pkg=opusmt&test=all&scoreslang=all&chart=standard&model=Tatoeba-MT-models/gmw-deu%2Beng%2Bfra%2Bpor%2Bspa/opusTCv20230926max50%2Bbt%2Bjhubc_transformer-big_2024-05-30) |
|
- [OPUS-MT-train GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) |
|
- [More information about MarianNMT models in the transformers library](https://huggingface.co/docs/transformers/model_doc/marian) |
|
- [Tatoeba Translation Challenge](https://github.com/Helsinki-NLP/Tatoeba-Challenge/) |
|
- [HPLT bilingual data v1 (as part of the Tatoeba Translation Challenge dataset)](https://hplt-project.org/datasets/v1) |
|
- [A massively parallel Bible corpus](https://aclanthology.org/L14-1215/) |
|
|
|
This is a multilingual translation model with multiple target languages. A sentence initial language token is required in the form of `>>id<<` (id = valid target language ID), e.g. `>>deu<<` |
|
|
|
## Uses |
|
|
|
This model can be used for translation and text-to-text generation. |
|
|
|
## Risks, Limitations and Biases |
|
|
|
**CONTENT WARNING: Readers should be aware that the model is trained on various public data sets that may contain content that is disturbing, offensive, and can propagate historical and current stereotypes.** |
|
|
|
Significant research has explored bias and fairness issues with language models (see, e.g., [Sheng et al. (2021)](https://aclanthology.org/2021.acl-long.330.pdf) and [Bender et al. (2021)](https://dl.acm.org/doi/pdf/10.1145/3442188.3445922)). |
|
|
|
## How to Get Started With the Model |
|
|
|
A short example code: |
|
|
|
```python |
|
from transformers import MarianMTModel, MarianTokenizer |
|
|
|
src_text = [ |
|
">>deu<< Replace this with text in an accepted source language.", |
|
">>spa<< This is the second sentence." |
|
] |
|
|
|
model_name = "pytorch-models/opus-mt-tc-bible-big-gmw-deu_eng_fra_por_spa" |
|
tokenizer = MarianTokenizer.from_pretrained(model_name) |
|
model = MarianMTModel.from_pretrained(model_name) |
|
translated = model.generate(**tokenizer(src_text, return_tensors="pt", padding=True)) |
|
|
|
for t in translated: |
|
print( tokenizer.decode(t, skip_special_tokens=True) ) |
|
``` |
|
|
|
You can also use OPUS-MT models with the transformers pipelines, for example: |
|
|
|
```python |
|
from transformers import pipeline |
|
pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-bible-big-gmw-deu_eng_fra_por_spa") |
|
print(pipe(">>deu<< Replace this with text in an accepted source language.")) |
|
``` |
|
|
|
## Training |
|
|
|
- **Data**: opusTCv20230926max50+bt+jhubc ([source](https://github.com/Helsinki-NLP/Tatoeba-Challenge)) |
|
- **Pre-processing**: SentencePiece (spm32k,spm32k) |
|
- **Model Type:** transformer-big |
|
- **Original MarianNMT Model**: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip) |
|
- **Training Scripts**: [GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) |
|
|
|
## Evaluation |
|
|
|
* [Model scores at the OPUS-MT dashboard](https://opus.nlpl.eu/dashboard/index.php?pkg=opusmt&test=all&scoreslang=all&chart=standard&model=Tatoeba-MT-models/gmw-deu%2Beng%2Bfra%2Bpor%2Bspa/opusTCv20230926max50%2Bbt%2Bjhubc_transformer-big_2024-05-30) |
|
* test set translations: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.test.txt) |
|
* test set scores: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.eval.txt) |
|
* benchmark results: [benchmark_results.txt](benchmark_results.txt) |
|
* benchmark output: [benchmark_translations.zip](benchmark_translations.zip) |
|
|
|
| langpair | testset | chr-F | BLEU | #sent | #words | |
|
|----------|---------|-------|-------|-------|--------| |
|
| afr-deu | tatoeba-test-v2021-08-07 | 0.68492 | 48.8 | 1583 | 9105 | |
|
| afr-eng | tatoeba-test-v2021-08-07 | 0.72943 | 59.6 | 1374 | 9622 | |
|
| afr-spa | tatoeba-test-v2021-08-07 | 0.72793 | 58.4 | 448 | 2783 | |
|
| deu-deu | tatoeba-test-v2021-08-07 | 0.59840 | 34.8 | 2500 | 20806 | |
|
| deu-eng | tatoeba-test-v2021-08-07 | 0.65957 | 48.5 | 17565 | 149462 | |
|
| deu-fra | tatoeba-test-v2021-08-07 | 0.68054 | 50.2 | 12418 | 102721 | |
|
| deu-por | tatoeba-test-v2021-08-07 | 0.63368 | 42.8 | 10000 | 81482 | |
|
| deu-spa | tatoeba-test-v2021-08-07 | 0.68198 | 49.3 | 10521 | 82570 | |
|
| eng-deu | tatoeba-test-v2021-08-07 | 0.62497 | 40.5 | 17565 | 151568 | |
|
| eng-eng | tatoeba-test-v2021-08-07 | 0.79878 | 57.3 | 12062 | 115106 | |
|
| eng-fra | tatoeba-test-v2021-08-07 | 0.68567 | 50.9 | 12681 | 106378 | |
|
| eng-por | tatoeba-test-v2021-08-07 | 0.72204 | 53.4 | 13222 | 105265 | |
|
| eng-spa | tatoeba-test-v2021-08-07 | 0.72539 | 55.3 | 16583 | 134710 | |
|
| fry-eng | tatoeba-test-v2021-08-07 | 0.55137 | 37.0 | 220 | 1573 | |
|
| gos-deu | tatoeba-test-v2021-08-07 | 0.46120 | 24.7 | 207 | 1168 | |
|
| gos-eng | tatoeba-test-v2021-08-07 | 0.38628 | 22.3 | 1154 | 5635 | |
|
| gsw-eng | tatoeba-test-v2021-08-07 | 0.43003 | 27.5 | 205 | 990 | |
|
| ltz-deu | tatoeba-test-v2021-08-07 | 0.48474 | 32.0 | 347 | 2208 | |
|
| ltz-eng | tatoeba-test-v2021-08-07 | 0.65366 | 56.4 | 293 | 1840 | |
|
| nds-deu | tatoeba-test-v2021-08-07 | 0.65251 | 45.9 | 9999 | 74564 | |
|
| nds-eng | tatoeba-test-v2021-08-07 | 0.61858 | 44.7 | 2500 | 17589 | |
|
| nds-fra | tatoeba-test-v2021-08-07 | 0.60412 | 43.9 | 857 | 5676 | |
|
| nds-por | tatoeba-test-v2021-08-07 | 0.58778 | 39.5 | 207 | 1256 | |
|
| nds-spa | tatoeba-test-v2021-08-07 | 0.63404 | 43.9 | 923 | 5540 | |
|
| nld-deu | tatoeba-test-v2021-08-07 | 0.72998 | 55.7 | 10218 | 74131 | |
|
| nld-eng | tatoeba-test-v2021-08-07 | 0.74362 | 60.9 | 12696 | 89978 | |
|
| nld-fra | tatoeba-test-v2021-08-07 | 0.68461 | 48.0 | 11548 | 82974 | |
|
| nld-por | tatoeba-test-v2021-08-07 | 0.68798 | 49.3 | 2500 | 17326 | |
|
| nld-spa | tatoeba-test-v2021-08-07 | 0.69971 | 51.6 | 10113 | 74981 | |
|
| yid-eng | tatoeba-test-v2021-08-07 | 0.49807 | 31.5 | 2483 | 15452 | |
|
| yid-fra | tatoeba-test-v2021-08-07 | 0.54147 | 31.9 | 384 | 2455 | |
|
| afr-deu | flores101-devtest | 0.57831 | 28.4 | 1012 | 25094 | |
|
| afr-eng | flores101-devtest | 0.74272 | 53.8 | 1012 | 24721 | |
|
| afr-fra | flores101-devtest | 0.61936 | 36.4 | 1012 | 28343 | |
|
| afr-por | flores101-devtest | 0.61309 | 35.4 | 1012 | 26519 | |
|
| afr-spa | flores101-devtest | 0.51393 | 22.9 | 1012 | 29199 | |
|
| deu-spa | flores101-devtest | 0.52438 | 23.9 | 1012 | 29199 | |
|
| eng-deu | flores101-devtest | 0.64236 | 37.2 | 1012 | 25094 | |
|
| eng-spa | flores101-devtest | 0.55524 | 27.1 | 1012 | 29199 | |
|
| nld-deu | flores101-devtest | 0.53435 | 22.1 | 1012 | 25094 | |
|
| nld-eng | flores101-devtest | 0.58686 | 30.0 | 1012 | 24721 | |
|
| nld-fra | flores101-devtest | 0.56292 | 28.2 | 1012 | 28343 | |
|
| afr-deu | flores200-devtest | 0.58456 | 29.5 | 1012 | 25094 | |
|
| afr-eng | flores200-devtest | 0.74857 | 54.7 | 1012 | 24721 | |
|
| afr-fra | flores200-devtest | 0.62537 | 37.2 | 1012 | 28343 | |
|
| afr-por | flores200-devtest | 0.61751 | 36.1 | 1012 | 26519 | |
|
| afr-spa | flores200-devtest | 0.51647 | 23.2 | 1012 | 29199 | |
|
| deu-eng | flores200-devtest | 0.67103 | 41.4 | 1012 | 24721 | |
|
| deu-fra | flores200-devtest | 0.62658 | 36.8 | 1012 | 28343 | |
|
| deu-por | flores200-devtest | 0.60909 | 34.8 | 1012 | 26519 | |
|
| deu-spa | flores200-devtest | 0.52584 | 24.2 | 1012 | 29199 | |
|
| eng-deu | flores200-devtest | 0.64560 | 37.5 | 1012 | 25094 | |
|
| eng-fra | flores200-devtest | 0.70736 | 49.1 | 1012 | 28343 | |
|
| eng-por | flores200-devtest | 0.71065 | 49.5 | 1012 | 26519 | |
|
| eng-spa | flores200-devtest | 0.55738 | 27.4 | 1012 | 29199 | |
|
| lim-deu | flores200-devtest | 0.45062 | 16.1 | 1012 | 25094 | |
|
| lim-eng | flores200-devtest | 0.48217 | 21.8 | 1012 | 24721 | |
|
| lim-fra | flores200-devtest | 0.44347 | 18.5 | 1012 | 28343 | |
|
| lim-por | flores200-devtest | 0.42527 | 16.8 | 1012 | 26519 | |
|
| ltz-deu | flores200-devtest | 0.60114 | 31.3 | 1012 | 25094 | |
|
| ltz-eng | flores200-devtest | 0.64345 | 39.3 | 1012 | 24721 | |
|
| ltz-fra | flores200-devtest | 0.59368 | 33.8 | 1012 | 28343 | |
|
| ltz-por | flores200-devtest | 0.51545 | 24.8 | 1012 | 26519 | |
|
| ltz-spa | flores200-devtest | 0.44821 | 17.5 | 1012 | 29199 | |
|
| nld-deu | flores200-devtest | 0.53650 | 22.4 | 1012 | 25094 | |
|
| nld-eng | flores200-devtest | 0.59102 | 30.6 | 1012 | 24721 | |
|
| nld-fra | flores200-devtest | 0.56608 | 28.7 | 1012 | 28343 | |
|
| nld-por | flores200-devtest | 0.54728 | 26.7 | 1012 | 26519 | |
|
| nld-spa | flores200-devtest | 0.49175 | 20.1 | 1012 | 29199 | |
|
| tpi-deu | flores200-devtest | 0.40350 | 10.9 | 1012 | 25094 | |
|
| tpi-eng | flores200-devtest | 0.48289 | 19.6 | 1012 | 24721 | |
|
| tpi-fra | flores200-devtest | 0.43428 | 16.1 | 1012 | 28343 | |
|
| tpi-por | flores200-devtest | 0.42966 | 15.4 | 1012 | 26519 | |
|
| deu-eng | generaltest2022 | 0.56042 | 31.0 | 1984 | 37634 | |
|
| deu-fra | generaltest2022 | 0.61145 | 37.6 | 1984 | 38276 | |
|
| eng-deu | generaltest2022 | 0.60090 | 32.5 | 2037 | 38914 | |
|
| deu-eng | multi30k_test_2016_flickr | 0.60974 | 40.1 | 1000 | 12955 | |
|
| deu-fra | multi30k_test_2016_flickr | 0.62493 | 38.8 | 1000 | 13505 | |
|
| eng-deu | multi30k_test_2016_flickr | 0.64164 | 35.3 | 1000 | 12106 | |
|
| eng-fra | multi30k_test_2016_flickr | 0.71137 | 50.7 | 1000 | 13505 | |
|
| deu-eng | multi30k_test_2017_flickr | 0.63118 | 40.6 | 1000 | 11374 | |
|
| deu-fra | multi30k_test_2017_flickr | 0.62614 | 37.0 | 1000 | 12118 | |
|
| eng-deu | multi30k_test_2017_flickr | 0.62518 | 33.4 | 1000 | 10755 | |
|
| eng-fra | multi30k_test_2017_flickr | 0.71402 | 50.3 | 1000 | 12118 | |
|
| deu-eng | multi30k_test_2017_mscoco | 0.55495 | 32.1 | 461 | 5231 | |
|
| deu-fra | multi30k_test_2017_mscoco | 0.59307 | 34.7 | 461 | 5484 | |
|
| eng-deu | multi30k_test_2017_mscoco | 0.58028 | 29.7 | 461 | 5158 | |
|
| eng-fra | multi30k_test_2017_mscoco | 0.73637 | 54.7 | 461 | 5484 | |
|
| deu-eng | multi30k_test_2018_flickr | 0.59367 | 36.7 | 1071 | 14689 | |
|
| deu-fra | multi30k_test_2018_flickr | 0.57388 | 31.3 | 1071 | 15867 | |
|
| eng-deu | multi30k_test_2018_flickr | 0.59998 | 30.8 | 1071 | 13703 | |
|
| eng-fra | multi30k_test_2018_flickr | 0.65354 | 41.6 | 1071 | 15867 | |
|
| eng-fra | newsdiscusstest2015 | 0.63308 | 37.7 | 1500 | 27975 | |
|
| deu-eng | newssyscomb2009 | 0.55170 | 28.3 | 502 | 11818 | |
|
| deu-fra | newssyscomb2009 | 0.56021 | 27.4 | 502 | 12331 | |
|
| deu-spa | newssyscomb2009 | 0.55546 | 28.1 | 502 | 12503 | |
|
| eng-deu | newssyscomb2009 | 0.53919 | 23.0 | 502 | 11271 | |
|
| eng-fra | newssyscomb2009 | 0.58384 | 29.5 | 502 | 12331 | |
|
| eng-spa | newssyscomb2009 | 0.58266 | 31.0 | 502 | 12503 | |
|
| deu-eng | newstest2008 | 0.54434 | 27.0 | 2051 | 49380 | |
|
| deu-fra | newstest2008 | 0.55076 | 26.2 | 2051 | 52685 | |
|
| deu-spa | newstest2008 | 0.54056 | 25.6 | 2051 | 52586 | |
|
| eng-deu | newstest2008 | 0.52906 | 23.0 | 2051 | 47447 | |
|
| eng-fra | newstest2008 | 0.55247 | 26.8 | 2051 | 52685 | |
|
| eng-spa | newstest2008 | 0.56423 | 29.6 | 2051 | 52586 | |
|
| deu-eng | newstest2009 | 0.53972 | 26.7 | 2525 | 65399 | |
|
| deu-fra | newstest2009 | 0.53975 | 25.6 | 2525 | 69263 | |
|
| deu-spa | newstest2009 | 0.53677 | 25.6 | 2525 | 68111 | |
|
| eng-deu | newstest2009 | 0.53097 | 22.1 | 2525 | 62816 | |
|
| eng-fra | newstest2009 | 0.57542 | 29.1 | 2525 | 69263 | |
|
| eng-spa | newstest2009 | 0.57733 | 29.8 | 2525 | 68111 | |
|
| deu-eng | newstest2010 | 0.58278 | 30.2 | 2489 | 61711 | |
|
| deu-fra | newstest2010 | 0.57876 | 29.0 | 2489 | 66022 | |
|
| deu-spa | newstest2010 | 0.59402 | 32.6 | 2489 | 65480 | |
|
| eng-deu | newstest2010 | 0.54587 | 25.3 | 2489 | 61503 | |
|
| eng-fra | newstest2010 | 0.59460 | 32.0 | 2489 | 66022 | |
|
| eng-spa | newstest2010 | 0.61861 | 36.3 | 2489 | 65480 | |
|
| deu-eng | newstest2011 | 0.55074 | 26.8 | 3003 | 74681 | |
|
| deu-fra | newstest2011 | 0.55879 | 27.4 | 3003 | 80626 | |
|
| deu-spa | newstest2011 | 0.56593 | 30.2 | 3003 | 79476 | |
|
| eng-deu | newstest2011 | 0.52619 | 22.7 | 3003 | 72981 | |
|
| eng-fra | newstest2011 | 0.60960 | 34.1 | 3003 | 80626 | |
|
| eng-spa | newstest2011 | 0.62056 | 38.5 | 3003 | 79476 | |
|
| deu-eng | newstest2012 | 0.56290 | 28.4 | 3003 | 72812 | |
|
| deu-fra | newstest2012 | 0.55931 | 27.3 | 3003 | 78011 | |
|
| deu-spa | newstest2012 | 0.57369 | 31.5 | 3003 | 79006 | |
|
| eng-deu | newstest2012 | 0.52668 | 23.3 | 3003 | 72886 | |
|
| eng-fra | newstest2012 | 0.59076 | 31.6 | 3003 | 78011 | |
|
| eng-spa | newstest2012 | 0.62361 | 38.8 | 3003 | 79006 | |
|
| deu-eng | newstest2013 | 0.58065 | 31.8 | 3000 | 64505 | |
|
| deu-fra | newstest2013 | 0.56431 | 30.0 | 3000 | 70037 | |
|
| deu-spa | newstest2013 | 0.56965 | 31.5 | 3000 | 70528 | |
|
| eng-deu | newstest2013 | 0.55423 | 26.9 | 3000 | 63737 | |
|
| eng-fra | newstest2013 | 0.58760 | 33.1 | 3000 | 70037 | |
|
| eng-spa | newstest2013 | 0.59825 | 35.1 | 3000 | 70528 | |
|
| deu-eng | newstest2014 | 0.59617 | 32.9 | 3003 | 67337 | |
|
| eng-deu | newstest2014 | 0.58847 | 28.0 | 3003 | 62688 | |
|
| eng-fra | newstest2014 | 0.65294 | 39.9 | 3003 | 77306 | |
|
| deu-eng | newstest2015 | 0.59741 | 33.8 | 2169 | 46443 | |
|
| eng-deu | newstest2015 | 0.59474 | 31.0 | 2169 | 44260 | |
|
| deu-eng | newstest2016 | 0.64981 | 40.6 | 2999 | 64119 | |
|
| eng-deu | newstest2016 | 0.63839 | 37.1 | 2999 | 62669 | |
|
| deu-eng | newstest2017 | 0.60957 | 35.5 | 3004 | 64399 | |
|
| eng-deu | newstest2017 | 0.58967 | 30.0 | 3004 | 61287 | |
|
| deu-eng | newstest2018 | 0.66739 | 43.4 | 2998 | 67012 | |
|
| eng-deu | newstest2018 | 0.68858 | 44.9 | 2998 | 64276 | |
|
| deu-eng | newstest2019 | 0.63671 | 39.6 | 2000 | 39227 | |
|
| deu-fra | newstest2019 | 0.63043 | 36.1 | 1701 | 42509 | |
|
| eng-deu | newstest2019 | 0.65934 | 41.4 | 1997 | 48746 | |
|
| deu-eng | newstest2020 | 0.60800 | 34.5 | 785 | 38220 | |
|
| deu-fra | newstest2020 | 0.60544 | 33.1 | 1619 | 36890 | |
|
| eng-deu | newstest2020 | 0.60078 | 31.7 | 1418 | 52383 | |
|
| deu-eng | newstest2021 | 0.60048 | 31.9 | 1000 | 20180 | |
|
| deu-fra | newstest2021 | 0.59590 | 31.8 | 1000 | 23757 | |
|
| eng-deu | newstest2021 | 0.56133 | 25.6 | 1002 | 27970 | |
|
| deu-eng | newstestALL2020 | 0.60800 | 34.5 | 785 | 38220 | |
|
| eng-deu | newstestALL2020 | 0.60078 | 31.7 | 1418 | 52383 | |
|
| deu-eng | newstestB2020 | 0.60795 | 34.4 | 785 | 37696 | |
|
| eng-deu | newstestB2020 | 0.59256 | 31.5 | 1418 | 53092 | |
|
| afr-deu | ntrex128 | 0.55289 | 25.8 | 1997 | 48761 | |
|
| afr-eng | ntrex128 | 0.72558 | 51.8 | 1997 | 47673 | |
|
| afr-fra | ntrex128 | 0.56601 | 29.3 | 1997 | 53481 | |
|
| afr-por | ntrex128 | 0.55396 | 28.1 | 1997 | 51631 | |
|
| afr-spa | ntrex128 | 0.58558 | 33.7 | 1997 | 54107 | |
|
| deu-eng | ntrex128 | 0.61722 | 33.8 | 1997 | 47673 | |
|
| deu-fra | ntrex128 | 0.55908 | 28.6 | 1997 | 53481 | |
|
| deu-por | ntrex128 | 0.54059 | 25.7 | 1997 | 51631 | |
|
| deu-spa | ntrex128 | 0.56887 | 30.8 | 1997 | 54107 | |
|
| eng-deu | ntrex128 | 0.58492 | 29.8 | 1997 | 48761 | |
|
| eng-fra | ntrex128 | 0.61349 | 35.2 | 1997 | 53481 | |
|
| eng-por | ntrex128 | 0.59785 | 33.4 | 1997 | 51631 | |
|
| eng-spa | ntrex128 | 0.63935 | 40.1 | 1997 | 54107 | |
|
| ltz-deu | ntrex128 | 0.51469 | 21.9 | 1997 | 48761 | |
|
| ltz-eng | ntrex128 | 0.58627 | 32.4 | 1997 | 47673 | |
|
| ltz-fra | ntrex128 | 0.50491 | 22.8 | 1997 | 53481 | |
|
| ltz-por | ntrex128 | 0.45364 | 18.7 | 1997 | 51631 | |
|
| ltz-spa | ntrex128 | 0.47568 | 21.6 | 1997 | 54107 | |
|
| nld-deu | ntrex128 | 0.55943 | 25.7 | 1997 | 48761 | |
|
| nld-eng | ntrex128 | 0.63470 | 36.1 | 1997 | 47673 | |
|
| nld-fra | ntrex128 | 0.55832 | 27.5 | 1997 | 53481 | |
|
| nld-por | ntrex128 | 0.54714 | 27.3 | 1997 | 51631 | |
|
| nld-spa | ntrex128 | 0.57692 | 32.1 | 1997 | 54107 | |
|
| eng-fra | tico19-test | 0.62559 | 39.5 | 2100 | 64661 | |
|
| eng-por | tico19-test | 0.72765 | 49.8 | 2100 | 62729 | |
|
| eng-spa | tico19-test | 0.72905 | 51.6 | 2100 | 66563 | |
|
|
|
## Citation Information |
|
|
|
* Publications: [Democratizing neural machine translation with OPUS-MT](https://doi.org/10.1007/s10579-023-09704-w) and [OPUS-MT – Building open translation services for the World](https://aclanthology.org/2020.eamt-1.61/) and [The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT](https://aclanthology.org/2020.wmt-1.139/) (Please, cite if you use this model.) |
|
|
|
```bibtex |
|
@article{tiedemann2023democratizing, |
|
title={Democratizing neural machine translation with {OPUS-MT}}, |
|
author={Tiedemann, J{\"o}rg and Aulamo, Mikko and Bakshandaeva, Daria and Boggia, Michele and Gr{\"o}nroos, Stig-Arne and Nieminen, Tommi and Raganato, Alessandro and Scherrer, Yves and Vazquez, Raul and Virpioja, Sami}, |
|
journal={Language Resources and Evaluation}, |
|
number={58}, |
|
pages={713--755}, |
|
year={2023}, |
|
publisher={Springer Nature}, |
|
issn={1574-0218}, |
|
doi={10.1007/s10579-023-09704-w} |
|
} |
|
|
|
@inproceedings{tiedemann-thottingal-2020-opus, |
|
title = "{OPUS}-{MT} {--} Building open translation services for the World", |
|
author = {Tiedemann, J{\"o}rg and Thottingal, Santhosh}, |
|
booktitle = "Proceedings of the 22nd Annual Conference of the European Association for Machine Translation", |
|
month = nov, |
|
year = "2020", |
|
address = "Lisboa, Portugal", |
|
publisher = "European Association for Machine Translation", |
|
url = "https://aclanthology.org/2020.eamt-1.61", |
|
pages = "479--480", |
|
} |
|
|
|
@inproceedings{tiedemann-2020-tatoeba, |
|
title = "The Tatoeba Translation Challenge {--} Realistic Data Sets for Low Resource and Multilingual {MT}", |
|
author = {Tiedemann, J{\"o}rg}, |
|
booktitle = "Proceedings of the Fifth Conference on Machine Translation", |
|
month = nov, |
|
year = "2020", |
|
address = "Online", |
|
publisher = "Association for Computational Linguistics", |
|
url = "https://aclanthology.org/2020.wmt-1.139", |
|
pages = "1174--1182", |
|
} |
|
``` |
|
|
|
## Acknowledgements |
|
|
|
The work is supported by the [HPLT project](https://hplt-project.org/), funded by the European Union’s Horizon Europe research and innovation programme under grant agreement No 101070350. We are also grateful for the generous computational resources and IT infrastructure provided by [CSC -- IT Center for Science](https://www.csc.fi/), Finland, and the [EuroHPC supercomputer LUMI](https://www.lumi-supercomputer.eu/). |
|
|
|
## Model conversion info |
|
|
|
* transformers version: 4.45.1 |
|
* OPUS-MT git hash: 0882077 |
|
* port time: Tue Oct 8 11:18:52 EEST 2024 |
|
* port machine: LM0-400-22516.local |
|
|
