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--- |
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license: apache-2.0 |
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metrics: |
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- bleu 52.98 |
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- sacrebleu |
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datasets: |
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- kde4 |
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language: |
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- fr |
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- en |
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pipeline_tag: translation |
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tags: |
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- translation |
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- fine-tuning |
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- marian |
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--- |
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# Model Name: marian-finetuned-kde4-en-to-fr |
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## Description |
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This model is a fine-tuned MarianMT model for English to French translation. It has been trained using the KDE4 dataset and optimized for translation tasks. |
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## Performance |
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During training and evaluation, the model achieved a BLEU score of 52.98 on the validation dataset. The BLEU score is a measure of translation quality, with higher scores indicating better translation performance. |
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## Usage |
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You can use this model for translating English sentences to French. Below is a sample code snippet for translating a sentence using the model: |
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```python |
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from transformers import pipeline |
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model_checkpoint = "yasmineelabbar/marian-finetuned-kde4-en-to-fr-accelerate" |
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translator = pipeline("translation", model=model_checkpoint) |
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result = translator("Input sentence in English") |
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print(result) |
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