Translation
Transformers
PyTorch
Safetensors
marian
text2text-generation
opus-mt-tc
Eval Results (legacy)
Instructions to use Helsinki-NLP/opus-mt-tc-big-zls-zle with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-tc-big-zls-zle 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-big-zls-zle")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-tc-big-zls-zle") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-tc-big-zls-zle") - Notebooks
- Google Colab
- Kaggle
| bul-bel flores101-dev 0.26451 5.4 997 23996 | |
| bul-rus flores101-dev 0.53809 24.5 997 22657 | |
| bul-ukr flores101-dev 0.53201 23.0 997 21841 | |
| hrv-bel flores101-dev 0.37822 9.5 997 23996 | |
| hrv-rus flores101-dev 0.52434 24.3 997 22657 | |
| hrv-ukr flores101-dev 0.50238 21.3 997 21841 | |
| mkd-bel flores101-dev 0.39938 10.4 997 23996 | |
| mkd-rus flores101-dev 0.52767 24.4 997 22657 | |
| mkd-ukr flores101-dev 0.51569 22.3 997 21841 | |
| slv-bel flores101-dev 0.26023 5.2 997 23996 | |
| slv-rus flores101-dev 0.50334 22.5 997 22657 | |
| slv-ukr flores101-dev 0.48671 19.8 997 21841 | |
| srp_Cyrl-bel flores101-dev 0.28408 6.5 997 23996 | |
| srp_Cyrl-rus flores101-dev 0.54202 26.3 997 22657 | |
| srp_Cyrl-ukr flores101-dev 0.53277 23.9 997 21841 | |
| bul-bel flores101-devtest 0.26832 5.7 1012 24829 | |
| bul-rus flores101-devtest 0.54226 24.6 1012 23295 | |
| bul-ukr flores101-devtest 0.53382 22.9 1012 22810 | |
| hrv-bel flores101-devtest 0.38693 10.0 1012 24829 | |
| hrv-rus flores101-devtest 0.51726 23.5 1012 23295 | |
| hrv-ukr flores101-devtest 0.51011 21.9 1012 22810 | |
| mkd-bel flores101-devtest 0.40885 10.7 1012 24829 | |
| mkd-rus flores101-devtest 0.52509 24.3 1012 23295 | |
| mkd-ukr flores101-devtest 0.52021 22.5 1012 22810 | |
| slv-bel flores101-devtest 0.25656 5.3 1012 24829 | |
| slv-rus flores101-devtest 0.50349 22.0 1012 23295 | |
| slv-ukr flores101-devtest 0.49156 20.2 1012 22810 | |
| srp_Cyrl-bel flores101-devtest 0.27510 5.9 1012 24829 | |
| srp_Cyrl-rus flores101-devtest 0.53656 25.7 1012 23295 | |
| srp_Cyrl-ukr flores101-devtest 0.53623 24.4 1012 22810 | |
| hbs-ukr tatoeba-test-v2020-07-28 0.70273 52.3 941 4959 | |
| slv-rus tatoeba-test-v2020-07-28 0.55682 38.0 378 2101 | |
| slv-ukr tatoeba-test-v2020-07-28 0.33072 19.1 848 3906 | |
| srp_Cyrl-ukr tatoeba-test-v2020-07-28 0.69049 51.9 204 1059 | |
| bul-ukr tatoeba-test-v2021-03-30 0.71799 53.4 1022 4943 | |
| hbs-ukr tatoeba-test-v2021-03-30 0.70251 52.2 953 5022 | |
| hrv-ukr tatoeba-test-v2021-03-30 0.68797 49.8 393 2258 | |
| slv-rus tatoeba-test-v2021-03-30 0.54542 37.6 447 2514 | |
| slv-ukr tatoeba-test-v2021-03-30 0.32763 18.6 916 4237 | |
| srp_Cyrl-ukr tatoeba-test-v2021-03-30 0.69237 52.1 209 1081 | |
| srp_Latn-ukr tatoeba-test-v2021-03-30 0.73129 55.7 351 1683 | |
| bul-rus tatoeba-test-v2021-08-07 0.71467 52.6 1247 7870 | |
| bul-ukr tatoeba-test-v2021-08-07 0.71757 53.3 1020 4932 | |
| hbs-rus tatoeba-test-v2021-08-07 0.74593 58.5 2500 14213 | |
| hbs-ukr tatoeba-test-v2021-08-07 0.70244 52.3 942 4961 | |
| hrv-ukr tatoeba-test-v2021-08-07 0.68931 50.0 389 2232 | |
| slv-rus tatoeba-test-v2021-08-07 0.42255 27.3 657 4056 | |
| slv-ukr tatoeba-test-v2021-08-07 0.31873 16.2 915 4370 | |
| srp_Cyrl-rus tatoeba-test-v2021-08-07 0.74112 56.2 881 5117 | |
| srp_Cyrl-ukr tatoeba-test-v2021-08-07 0.68915 51.8 205 1061 | |
| srp_Latn-rus tatoeba-test-v2021-08-07 0.75340 60.1 1483 8311 | |
| srp_Latn-ukr tatoeba-test-v2021-08-07 0.73106 55.8 348 1668 | |