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@@ -40,6 +40,12 @@ This model is intended to demonstrate my ability to solve a complex problem usin
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  Dataset Source: https://www.kaggle.com/datasets/hgultekin/paralel-translation-corpus-in-22-languages
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  ## Training procedure
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  ### Training hyperparameters
 
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  Dataset Source: https://www.kaggle.com/datasets/hgultekin/paralel-translation-corpus-in-22-languages
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+ **English Input Text Lengths (in Words)**
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+ ![English Input Text Lengths (in Words)](https://raw.githubusercontent.com/DunnBC22/NLP_Projects/main/Machine%20Translation/NLP%20Translation%20Project-EN%20to%20FR/Images/English%20Context%20Length.png)
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+ **French Input Text Lengths (in Words)**
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+ ![French Input Text Lengths (in Words)](https://raw.githubusercontent.com/DunnBC22/NLP_Projects/main/Machine%20Translation/NLP%20Translation%20Project-EN%20to%20FR/Images/French%20Context%20Length.png)
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  ## Training procedure
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  ### Training hyperparameters