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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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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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+
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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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+
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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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+
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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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+
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+ ```python
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+ from transformers import pipeline
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+
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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)