Translation
Transformers
PyTorch
Safetensors
marian
text2text-generation
opus-mt-tc-bible
Eval Results (legacy)
Instructions to use Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa") - Notebooks
- Google Colab
- Kaggle
| multi-multi tatoeba-test-v2020-07-28-v2023-09-26 0.44751 27.3 6455 38460 | |
| ful-eng flores101-devtest 0.21713 3.5 1012 24721 | |
| ful-fra flores101-devtest 0.19514 2.1 1012 28343 | |
| ibo-deu flores101-devtest 0.29329 4.8 1012 25094 | |
| ibo-eng flores101-devtest 0.36320 12.5 1012 24721 | |
| kam-eng flores101-devtest 0.23819 5.3 1012 24721 | |
| kam-por flores101-devtest 0.20757 3.3 1012 26519 | |
| lin-deu flores101-devtest 0.28572 5.2 1012 25094 | |
| lin-fra flores101-devtest 0.31914 8.9 1012 28343 | |
| lin-por flores101-devtest 0.31177 8.4 1012 26519 | |
| lin-spa flores101-devtest 0.29320 6.6 1012 29199 | |
| lug-deu flores101-devtest 0.24065 3.3 1012 25094 | |
| nso-fra flores101-devtest 0.29772 7.8 1012 28343 | |
| nya-eng flores101-devtest 0.36765 13.2 1012 24721 | |
| nya-fra flores101-devtest 0.30619 8.0 1012 28343 | |
| sna-fra flores101-devtest 0.34168 9.6 1012 28343 | |
| sna-spa flores101-devtest 0.30187 6.8 1012 29199 | |
| swh-por flores101-devtest 0.40847 14.7 1012 26519 | |
| umb-deu flores101-devtest 0.20753 1.4 1012 25094 | |
| umb-eng flores101-devtest 0.22787 3.3 1012 24721 | |
| wol-fra flores101-devtest 0.23494 3.9 1012 28343 | |
| wol-por flores101-devtest 0.23358 3.7 1012 26519 | |
| xho-por flores101-devtest 0.33906 10.1 1012 26519 | |
| yor-fra flores101-devtest 0.24198 4.0 1012 28343 | |
| zul-fra flores101-devtest 0.35968 11.2 1012 28343 | |
| aka-deu flores200-devtest 0.21103 2.0 1012 25094 | |
| aka-eng flores200-devtest 0.25750 5.6 1012 24721 | |
| aka-fra flores200-devtest 0.21075 3.1 1012 28343 | |
| aka-por flores200-devtest 0.20728 3.2 1012 26519 | |
| aka-spa flores200-devtest 0.21494 3.4 1012 29199 | |
| bem-deu flores200-devtest 0.29324 4.7 1012 25094 | |
| bem-eng flores200-devtest 0.37071 13.1 1012 24721 | |
| bem-fra flores200-devtest 0.31561 8.6 1012 28343 | |
| bem-por flores200-devtest 0.30790 8.1 1012 26519 | |
| bem-spa flores200-devtest 0.29661 6.9 1012 29199 | |
| cjk-deu flores200-devtest 0.21803 1.8 1012 25094 | |
| cjk-eng flores200-devtest 0.23825 3.9 1012 24721 | |
| cjk-fra flores200-devtest 0.21484 2.8 1012 28343 | |
| cjk-por flores200-devtest 0.22811 3.3 1012 26519 | |
| cjk-spa flores200-devtest 0.23353 3.2 1012 29199 | |
| ewe-deu flores200-devtest 0.20417 1.9 1012 25094 | |
| ewe-eng flores200-devtest 0.24329 4.6 1012 24721 | |
| ewe-fra flores200-devtest 0.19872 2.7 1012 28343 | |
| ewe-por flores200-devtest 0.19574 2.4 1012 26519 | |
| ewe-spa flores200-devtest 0.20390 2.8 1012 29199 | |
| fon-deu flores200-devtest 0.21065 1.7 1012 25094 | |
| fon-eng flores200-devtest 0.23791 3.8 1012 24721 | |
| fon-fra flores200-devtest 0.20637 2.8 1012 28343 | |
| fon-por flores200-devtest 0.20322 2.5 1012 26519 | |
| fon-spa flores200-devtest 0.21140 2.8 1012 29199 | |
| ibo-deu flores200-devtest 0.31201 5.9 1012 25094 | |
| ibo-eng flores200-devtest 0.38994 14.6 1012 24721 | |
| ibo-fra flores200-devtest 0.33654 9.3 1012 28343 | |
| ibo-por flores200-devtest 0.32381 8.7 1012 26519 | |
| ibo-spa flores200-devtest 0.30903 6.8 1012 29199 | |
| kam-deu flores200-devtest 0.22623 2.4 1012 25094 | |
| kam-eng flores200-devtest 0.25176 5.9 1012 24721 | |
| kam-fra flores200-devtest 0.22149 3.8 1012 28343 | |
| kam-por flores200-devtest 0.22020 4.0 1012 26519 | |
| kam-spa flores200-devtest 0.22602 3.6 1012 29199 | |
| kbp-deu flores200-devtest 0.22271 2.3 1012 25094 | |
| kbp-eng flores200-devtest 0.26127 5.1 1012 24721 | |
| kbp-fra flores200-devtest 0.22128 3.4 1012 28343 | |
| kbp-por flores200-devtest 0.21208 3.1 1012 26519 | |
| kbp-spa flores200-devtest 0.22121 3.3 1012 29199 | |
| kik-deu flores200-devtest 0.27542 3.4 1012 25094 | |
| kik-eng flores200-devtest 0.33821 9.8 1012 24721 | |
| kik-fra flores200-devtest 0.29550 6.5 1012 28343 | |
| kik-por flores200-devtest 0.28161 5.5 1012 26519 | |
| kik-spa flores200-devtest 0.28074 5.1 1012 29199 | |
| kin-deu flores200-devtest 0.30940 6.3 1012 25094 | |
| kin-eng flores200-devtest 0.41964 18.1 1012 24721 | |
| kin-fra flores200-devtest 0.34887 10.7 1012 28343 | |
| kin-por flores200-devtest 0.32719 9.6 1012 26519 | |
| kin-spa flores200-devtest 0.31594 7.7 1012 29199 | |
| kmb-deu flores200-devtest 0.22967 2.2 1012 25094 | |
| kmb-eng flores200-devtest 0.25883 5.2 1012 24721 | |
| kmb-fra flores200-devtest 0.22897 3.9 1012 28343 | |
| kmb-por flores200-devtest 0.23387 4.5 1012 26519 | |
| kmb-spa flores200-devtest 0.24068 4.1 1012 29199 | |
| kon-deu flores200-devtest 0.29087 5.1 1012 25094 | |
| kon-eng flores200-devtest 0.34262 11.3 1012 24721 | |
| kon-fra flores200-devtest 0.31994 8.4 1012 28343 | |
| kon-por flores200-devtest 0.30547 7.8 1012 26519 | |
| kon-spa flores200-devtest 0.29534 6.4 1012 29199 | |
| lin-deu flores200-devtest 0.30708 6.4 1012 25094 | |
| lin-eng flores200-devtest 0.37728 14.2 1012 24721 | |
| lin-fra flores200-devtest 0.35052 11.0 1012 28343 | |
| lin-por flores200-devtest 0.33695 9.9 1012 26519 | |
| lin-spa flores200-devtest 0.31627 7.8 1012 29199 | |
| lua-deu flores200-devtest 0.23914 2.4 1012 25094 | |
| lua-eng flores200-devtest 0.26673 5.7 1012 24721 | |
| lua-fra flores200-devtest 0.23716 4.0 1012 28343 | |
| lua-por flores200-devtest 0.23412 4.0 1012 26519 | |
| lua-spa flores200-devtest 0.24285 3.9 1012 29199 | |
| lug-deu flores200-devtest 0.26004 4.3 1012 25094 | |
| lug-eng flores200-devtest 0.31805 10.6 1012 24721 | |
| lug-fra flores200-devtest 0.27167 6.5 1012 28343 | |
| lug-por flores200-devtest 0.25710 5.6 1012 26519 | |
| lug-spa flores200-devtest 0.25848 4.5 1012 29199 | |
| mos-deu flores200-devtest 0.19759 1.4 1012 25094 | |
| mos-eng flores200-devtest 0.23490 4.2 1012 24721 | |
| mos-fra flores200-devtest 0.19502 2.3 1012 28343 | |
| mos-por flores200-devtest 0.19102 2.6 1012 26519 | |
| mos-spa flores200-devtest 0.19918 2.4 1012 29199 | |
| nso-deu flores200-devtest 0.32125 7.4 1012 25094 | |
| nso-eng flores200-devtest 0.45662 22.3 1012 24721 | |
| nso-fra flores200-devtest 0.33732 10.5 1012 28343 | |
| nso-por flores200-devtest 0.31523 9.4 1012 26519 | |
| nso-spa flores200-devtest 0.29414 7.0 1012 29199 | |
| nya-deu flores200-devtest 0.30179 5.7 1012 25094 | |
| nya-eng flores200-devtest 0.39887 15.8 1012 24721 | |
| nya-fra flores200-devtest 0.33930 9.9 1012 28343 | |
| nya-por flores200-devtest 0.31301 8.6 1012 26519 | |
| nya-spa flores200-devtest 0.30478 7.2 1012 29199 | |
| run-deu flores200-devtest 0.31691 6.9 1012 25094 | |
| run-eng flores200-devtest 0.39846 15.5 1012 24721 | |
| run-fra flores200-devtest 0.34845 10.8 1012 28343 | |
| run-por flores200-devtest 0.33836 10.2 1012 26519 | |
| run-spa flores200-devtest 0.32116 8.0 1012 29199 | |
| sag-deu flores200-devtest 0.22221 2.4 1012 25094 | |
| sag-eng flores200-devtest 0.26423 5.4 1012 24721 | |
| sag-fra flores200-devtest 0.22575 3.8 1012 28343 | |
| sag-por flores200-devtest 0.21856 3.4 1012 26519 | |
| sag-spa flores200-devtest 0.22854 3.8 1012 29199 | |
| sna-deu flores200-devtest 0.32378 6.9 1012 25094 | |
| sna-eng flores200-devtest 0.41974 17.2 1012 24721 | |
| sna-fra flores200-devtest 0.36443 11.3 1012 28343 | |
| sna-por flores200-devtest 0.34260 10.2 1012 26519 | |
| sna-spa flores200-devtest 0.32210 8.0 1012 29199 | |
| sot-deu flores200-devtest 0.32197 6.9 1012 25094 | |
| sot-eng flores200-devtest 0.45415 20.7 1012 24721 | |
| sot-fra flores200-devtest 0.34608 10.7 1012 28343 | |
| sot-por flores200-devtest 0.32424 9.5 1012 26519 | |
| sot-spa flores200-devtest 0.30357 7.2 1012 29199 | |
| ssw-deu flores200-devtest 0.30791 5.8 1012 25094 | |
| ssw-eng flores200-devtest 0.39768 16.1 1012 24721 | |
| ssw-fra flores200-devtest 0.33603 9.8 1012 28343 | |
| ssw-por flores200-devtest 0.32413 9.2 1012 26519 | |
| ssw-spa flores200-devtest 0.30217 6.8 1012 29199 | |
| swh-deu flores200-devtest 0.38892 10.9 1012 25094 | |
| swh-eng flores200-devtest 0.54048 29.1 1012 24721 | |
| swh-fra flores200-devtest 0.44837 18.2 1012 28343 | |
| swh-por flores200-devtest 0.44062 17.6 1012 26519 | |
| swh-spa flores200-devtest 0.38855 11.6 1012 29199 | |
| tsn-deu flores200-devtest 0.31644 6.3 1012 25094 | |
| tsn-eng flores200-devtest 0.40410 15.3 1012 24721 | |
| tsn-fra flores200-devtest 0.34284 10.3 1012 28343 | |
| tsn-por flores200-devtest 0.33165 9.3 1012 26519 | |
| tsn-spa flores200-devtest 0.31377 7.7 1012 29199 | |
| tso-deu flores200-devtest 0.30073 6.3 1012 25094 | |
| tso-eng flores200-devtest 0.41504 17.6 1012 24721 | |
| tso-fra flores200-devtest 0.33502 10.1 1012 28343 | |
| tso-por flores200-devtest 0.30741 8.8 1012 26519 | |
| tso-spa flores200-devtest 0.29220 6.9 1012 29199 | |
| tum-deu flores200-devtest 0.27088 3.2 1012 25094 | |
| tum-eng flores200-devtest 0.31625 7.3 1012 24721 | |
| tum-fra flores200-devtest 0.28093 5.5 1012 28343 | |
| tum-por flores200-devtest 0.27543 5.3 1012 26519 | |
| tum-spa flores200-devtest 0.27894 4.9 1012 29199 | |
| twi-deu flores200-devtest 0.21184 2.4 1012 25094 | |
| twi-eng flores200-devtest 0.25960 5.9 1012 24721 | |
| twi-fra flores200-devtest 0.20738 3.1 1012 28343 | |
| twi-por flores200-devtest 0.20581 3.2 1012 26519 | |
| twi-spa flores200-devtest 0.21265 3.1 1012 29199 | |
| umb-deu flores200-devtest 0.22686 2.2 1012 25094 | |
| umb-eng flores200-devtest 0.24875 4.5 1012 24721 | |
| umb-fra flores200-devtest 0.22385 3.6 1012 28343 | |
| umb-por flores200-devtest 0.23949 4.0 1012 26519 | |
| umb-spa flores200-devtest 0.23796 3.5 1012 29199 | |
| wol-deu flores200-devtest 0.25851 3.1 1012 25094 | |
| wol-eng flores200-devtest 0.27455 6.8 1012 24721 | |
| wol-fra flores200-devtest 0.25659 5.0 1012 28343 | |
| wol-por flores200-devtest 0.25442 4.8 1012 26519 | |
| wol-spa flores200-devtest 0.26073 4.3 1012 29199 | |
| xho-deu flores200-devtest 0.34702 8.7 1012 25094 | |
| xho-eng flores200-devtest 0.47667 23.7 1012 24721 | |
| xho-fra flores200-devtest 0.39392 14.1 1012 28343 | |
| xho-por flores200-devtest 0.37032 12.3 1012 26519 | |
| xho-spa flores200-devtest 0.34071 8.9 1012 29199 | |
| yor-deu flores200-devtest 0.26350 3.8 1012 25094 | |
| yor-eng flores200-devtest 0.30560 8.5 1012 24721 | |
| yor-fra flores200-devtest 0.26611 5.3 1012 28343 | |
| yor-por flores200-devtest 0.26354 5.3 1012 26519 | |
| yor-spa flores200-devtest 0.26991 4.4 1012 29199 | |
| zul-deu flores200-devtest 0.34382 8.3 1012 25094 | |
| zul-eng flores200-devtest 0.47798 23.4 1012 24721 | |
| zul-fra flores200-devtest 0.39504 13.9 1012 28343 | |
| zul-por flores200-devtest 0.36947 12.3 1012 26519 | |
| zul-spa flores200-devtest 0.33858 9.0 1012 29199 | |
| bem-deu ntrex128 0.30672 5.9 1997 48761 | |
| bem-eng ntrex128 0.38068 14.9 1997 47673 | |
| bem-fra ntrex128 0.31600 8.2 1997 53481 | |
| bem-por ntrex128 0.31404 8.3 1997 51631 | |
| bem-spa ntrex128 0.33394 10.2 1997 54107 | |
| ewe-deu ntrex128 0.21779 3.0 1997 48761 | |
| ewe-eng ntrex128 0.26902 6.6 1997 47673 | |
| ewe-fra ntrex128 0.21230 3.6 1997 53481 | |
| ewe-por ntrex128 0.20871 3.5 1997 51631 | |
| ewe-spa ntrex128 0.22529 4.2 1997 54107 | |
| fuc-deu ntrex128 0.22996 2.9 1997 48761 | |
| fuc-eng ntrex128 0.26465 7.0 1997 47673 | |
| fuc-fra ntrex128 0.23921 4.4 1997 53481 | |
| fuc-por ntrex128 0.23450 4.5 1997 51631 | |
| fuc-spa ntrex128 0.25677 5.3 1997 54107 | |
| ibo-deu ntrex128 0.33283 7.3 1997 48761 | |
| ibo-eng ntrex128 0.42002 17.4 1997 47673 | |
| ibo-fra ntrex128 0.34993 10.3 1997 53481 | |
| ibo-por ntrex128 0.33898 9.2 1997 51631 | |
| ibo-spa ntrex128 0.36108 11.7 1997 54107 | |
| kin-deu ntrex128 0.33121 7.2 1997 48761 | |
| kin-eng ntrex128 0.42892 16.9 1997 47673 | |
| kin-fra ntrex128 0.35842 10.7 1997 53481 | |
| kin-por ntrex128 0.34399 10.0 1997 51631 | |
| kin-spa ntrex128 0.37224 12.5 1997 54107 | |
| nde-deu ntrex128 0.32255 6.0 1997 48761 | |
| nde-eng ntrex128 0.39640 13.8 1997 47673 | |
| nde-fra ntrex128 0.33712 8.6 1997 53481 | |
| nde-por ntrex128 0.32696 8.4 1997 51631 | |
| nde-spa ntrex128 0.34638 10.0 1997 54107 | |
| nso-deu ntrex128 0.32696 7.1 1997 48761 | |
| nso-eng ntrex128 0.42278 17.0 1997 47673 | |
| nso-fra ntrex128 0.34162 9.8 1997 53481 | |
| nso-por ntrex128 0.32895 9.2 1997 51631 | |
| nso-spa ntrex128 0.35027 11.3 1997 54107 | |
| nya-deu ntrex128 0.32971 7.6 1997 48761 | |
| nya-eng ntrex128 0.42702 19.2 1997 47673 | |
| nya-fra ntrex128 0.35503 10.7 1997 53481 | |
| nya-por ntrex128 0.33912 10.4 1997 51631 | |
| nya-spa ntrex128 0.36355 12.5 1997 54107 | |
| ssw-deu ntrex128 0.32656 6.6 1997 48761 | |
| ssw-eng ntrex128 0.43041 18.0 1997 47673 | |
| ssw-fra ntrex128 0.34293 9.8 1997 53481 | |
| ssw-por ntrex128 0.33562 9.3 1997 51631 | |
| ssw-spa ntrex128 0.35392 11.4 1997 54107 | |
| swa-deu ntrex128 0.39475 11.2 1997 48761 | |
| swa-eng ntrex128 0.54492 30.4 1997 47673 | |
| swa-fra ntrex128 0.43008 15.6 1997 53481 | |
| swa-por ntrex128 0.42343 15.4 1997 51631 | |
| swa-spa ntrex128 0.44892 18.9 1997 54107 | |
| tsn-deu ntrex128 0.34744 7.9 1997 48761 | |
| tsn-eng ntrex128 0.44944 20.1 1997 47673 | |
| tsn-fra ntrex128 0.36584 11.5 1997 53481 | |
| tsn-por ntrex128 0.35774 11.1 1997 51631 | |
| tsn-spa ntrex128 0.38149 13.8 1997 54107 | |
| ven-deu ntrex128 0.29846 5.0 1997 48761 | |
| ven-eng ntrex128 0.36848 12.7 1997 47673 | |
| ven-fra ntrex128 0.31439 8.0 1997 53481 | |
| ven-por ntrex128 0.30542 7.3 1997 51631 | |
| ven-spa ntrex128 0.32722 9.4 1997 54107 | |
| wol-deu ntrex128 0.25962 3.6 1997 48761 | |
| wol-eng ntrex128 0.27538 7.2 1997 47673 | |
| wol-fra ntrex128 0.24251 4.4 1997 53481 | |
| wol-por ntrex128 0.25264 4.7 1997 51631 | |
| wol-spa ntrex128 0.27877 6.0 1997 54107 | |
| xho-deu ntrex128 0.34694 8.2 1997 48761 | |
| xho-eng ntrex128 0.46636 21.8 1997 47673 | |
| xho-fra ntrex128 0.36905 11.6 1997 53481 | |
| xho-por ntrex128 0.35687 10.6 1997 51631 | |
| xho-spa ntrex128 0.38176 13.3 1997 54107 | |
| yor-deu ntrex128 0.28804 4.3 1997 48761 | |
| yor-eng ntrex128 0.34615 11.2 1997 47673 | |
| yor-fra ntrex128 0.29559 6.6 1997 53481 | |
| yor-por ntrex128 0.29273 6.1 1997 51631 | |
| yor-spa ntrex128 0.31894 7.8 1997 54107 | |
| zul-deu ntrex128 0.34049 8.4 1997 48761 | |
| zul-eng ntrex128 0.45848 21.9 1997 47673 | |
| zul-fra ntrex128 0.36203 11.4 1997 53481 | |
| zul-por ntrex128 0.35081 10.8 1997 51631 | |
| zul-spa ntrex128 0.37270 13.0 1997 54107 | |
| run-fra tatoeba-test-v2021-03-30 0.37924 18.4 1278 7496 | |
| xho-eng tatoeba-test-v2021-03-30 0.51250 36.4 222 1467 | |
| run-deu tatoeba-test-v2021-08-07 0.37181 19.1 1752 10562 | |
| run-eng tatoeba-test-v2021-08-07 0.49949 34.9 1703 10041 | |
| run-fra tatoeba-test-v2021-08-07 0.41431 22.4 1274 7479 | |
| run-spa tatoeba-test-v2021-08-07 0.39311 19.3 963 5167 | |
| swa-eng tatoeba-test-v2021-08-07 0.57031 41.5 387 2508 | |
| kin-eng tico19-test 0.16333 1.1 2100 56323 | |
| kin-fra tico19-test 0.20797 2.3 2100 64661 | |
| kin-por tico19-test 0.20686 1.9 2100 62729 | |
| kin-spa tico19-test 0.20848 2.0 2100 66563 | |
| lin-fra tico19-test 0.20671 2.3 2100 64661 | |
| lin-por tico19-test 0.20516 2.0 2100 62729 | |
| lin-spa tico19-test 0.20385 2.0 2100 66563 | |
| lug-eng tico19-test 0.15561 1.1 2100 56323 | |
| lug-fra tico19-test 0.19865 1.8 2100 64661 | |
| lug-por tico19-test 0.20548 2.0 2100 62729 | |
| lug-spa tico19-test 0.20545 1.9 2100 66563 | |
| swa-eng tico19-test 0.20835 2.0 2100 56315 | |
| swa-fra tico19-test 0.25275 3.3 2100 64661 | |
| swa-por tico19-test 0.23967 2.1 2100 62729 | |
| swa-spa tico19-test 0.24260 2.1 2100 66563 | |
| zul-eng tico19-test 0.48762 25.2 2100 56804 | |
| zul-fra tico19-test 0.37823 13.7 2100 64661 | |
| zul-por tico19-test 0.38586 14.0 2100 62729 | |
| zul-spa tico19-test 0.40041 15.9 2100 66563 | |