Translation
Transformers
PyTorch
TensorFlow
Safetensors
marian
text2text-generation
opus-mt-tc
Eval Results (legacy)
Instructions to use Helsinki-NLP/opus-mt-tc-big-it-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-it-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-it-zle")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-tc-big-it-zle") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-tc-big-it-zle", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| ita-bel flores101-dev 0.37687 8.4 997 23996 | |
| ita-rus flores101-dev 0.50482 21.4 997 22657 | |
| ita-ukr flores101-dev 0.46648 17.2 997 21841 | |
| ita-bel flores101-devtest 0.38250 8.7 1012 24829 | |
| ita-rus flores101-devtest 0.50323 21.3 1012 23295 | |
| ita-ukr flores101-devtest 0.47658 18.3 1012 22810 | |
| ita-rus tatoeba-test-v2020-07-28 0.66106 46.7 10000 65658 | |
| ita-bel tatoeba-test-v2021-03-30 0.55902 33.6 265 1519 | |
| ita-rus tatoeba-test-v2021-03-30 0.66104 46.7 10010 65710 | |
| ita-bel tatoeba-test-v2021-08-07 0.55727 33.3 264 1513 | |
| ita-rus tatoeba-test-v2021-08-07 0.66083 46.7 10045 65968 | |
| ita-ukr tatoeba-test-v2021-08-07 0.67674 48.4 5000 25353 | |