Translation
Transformers
PyTorch
TensorFlow
Safetensors
marian
text2text-generation
opus-mt-tc
Eval Results (legacy)
Instructions to use Helsinki-NLP/opus-mt-tc-big-itc-he 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-itc-he 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-itc-he")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-tc-big-itc-he") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-tc-big-itc-he") - Notebooks
- Google Colab
- Kaggle
| cat-heb flores101-dev 0.52145 22.7 997 19946 | |
| fra-heb flores101-dev 0.51815 22.5 997 19946 | |
| glg-heb flores101-dev 0.50935 21.4 997 19946 | |
| ita-heb flores101-dev 0.48319 17.4 997 19946 | |
| por-heb flores101-dev 0.53251 24.0 997 19946 | |
| ron-heb flores101-dev 0.51691 21.7 997 19946 | |
| spa-heb flores101-dev 0.46577 15.9 997 19946 | |
| cat-heb flores101-devtest 0.52457 23.0 1012 20749 | |
| fra-heb flores101-devtest 0.52953 23.2 1012 20749 | |
| glg-heb flores101-devtest 0.50918 20.8 1012 20749 | |
| ita-heb flores101-devtest 0.49007 18.3 1012 20749 | |
| por-heb flores101-devtest 0.53906 24.4 1012 20749 | |
| ron-heb flores101-devtest 0.52103 22.1 1012 20749 | |
| spa-heb flores101-devtest 0.47646 16.5 1012 20749 | |
| por-heb tatoeba-test-v2020-07-28 0.63058 44.5 702 4341 | |
| lad-heb tatoeba-test-v2021-03-30 0.31596 10.3 237 1165 | |
| por-heb tatoeba-test-v2021-03-30 0.62960 44.4 735 4533 | |
| fra-heb tatoeba-test-v2021-08-07 0.60539 39.6 3281 20655 | |
| ita-heb tatoeba-test-v2021-08-07 0.60264 40.0 1706 9796 | |
| lad-heb tatoeba-test-v2021-08-07 0.30729 10.5 218 1086 | |
| por-heb tatoeba-test-v2021-08-07 0.63087 44.4 719 4423 | |
| spa-heb tatoeba-test-v2021-08-07 0.63883 44.5 1849 12112 | |