Translation
Transformers
PyTorch
TensorFlow
Safetensors
marian
text2text-generation
opus-mt-tc
Eval Results (legacy)
Instructions to use Helsinki-NLP/opus-mt-tc-big-zls-de 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-de 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-de")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-tc-big-zls-de") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-tc-big-zls-de", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| bul-deu flores101-dev 0.57481 28.6 997 24097 | |
| hrv-deu flores101-dev 0.56440 28.1 997 24097 | |
| mkd-deu flores101-dev 0.57002 28.5 997 24097 | |
| slv-deu flores101-dev 0.56476 28.1 997 24097 | |
| srp_Cyrl-deu flores101-dev 0.59127 31.0 997 24097 | |
| bul-deu flores101-devtest 0.57688 28.4 1012 25094 | |
| hrv-deu flores101-devtest 0.56674 27.4 1012 25094 | |
| mkd-deu flores101-devtest 0.57688 29.3 1012 25094 | |
| slv-deu flores101-devtest 0.56258 26.7 1012 25094 | |
| srp_Cyrl-deu flores101-devtest 0.59271 30.7 1012 25094 | |
| bul-deu tatoeba-test-v2020-07-28 0.71149 54.4 313 2218 | |
| slv-deu tatoeba-test-v2020-07-28 0.37921 23.1 389 2294 | |
| bul-deu tatoeba-test-v2021-03-30 0.71076 54.3 315 2232 | |
| slv-deu tatoeba-test-v2021-03-30 0.37733 22.9 399 2341 | |
| bul-deu tatoeba-test-v2021-08-07 0.71220 54.5 314 2224 | |
| hbs-deu tatoeba-test-v2021-08-07 0.71283 54.8 1959 15559 | |
| hrv-deu tatoeba-test-v2021-08-07 0.69448 53.1 782 5734 | |
| slv-deu tatoeba-test-v2021-08-07 0.36339 21.1 492 3003 | |
| srp_Latn-deu tatoeba-test-v2021-08-07 0.72489 56.0 986 8500 | |