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README.md
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license: apache-2.0
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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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# 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 = "your-username/marian-finetuned-kde4-en-to-fr"
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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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