Instructions to use Helsinki-NLP/opus-mt-en-bi with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-en-bi 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-en-bi")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-en-bi") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-en-bi", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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Download README.md from Helsinki-NLP/opus-mt-en-bi: direct link, hf CLI and curl.
- Browser
- Download file 816 Bytes
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https://huggingface.co/Helsinki-NLP/opus-mt-en-bi/resolve/main/README.md
- Command line
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hf download hf://Helsinki-NLP/opus-mt-en-bi/README.md
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curl -L -o README.md https://huggingface.co/Helsinki-NLP/opus-mt-en-bi/resolve/main/README.md
816 Bytes
| tags: | |
| - translation | |
| license: apache-2.0 | |
| ### opus-mt-en-bi | |
| * source languages: en | |
| * target languages: bi | |
| * OPUS readme: [en-bi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bi/README.md) | |
| * dataset: opus | |
| * model: transformer-align | |
| * pre-processing: normalization + SentencePiece | |
| * download original weights: [opus-2020-01-20.zip](https://object.pouta.csc.fi/OPUS-MT-models/en-bi/opus-2020-01-20.zip) | |
| * test set translations: [opus-2020-01-20.test.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bi/opus-2020-01-20.test.txt) | |
| * test set scores: [opus-2020-01-20.eval.txt](https://object.pouta.csc.fi/OPUS-MT-models/en-bi/opus-2020-01-20.eval.txt) | |
| ## Benchmarks | |
| | testset | BLEU | chr-F | | |
| |-----------------------|-------|-------| | |
| | JW300.en.bi | 36.4 | 0.543 | | |