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@@ -33,7 +33,9 @@ The model shows improved proficiency with the Catalan language.
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  The model achieves a loss rate of 0.8528 on the validation dataset after two epochs.
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  **NOTE:** The model was trained for one epoch on the `train` split of dataset and after manual evaluation, I decided to go for another epoch.
 
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  The first epoch logs every 100 steps while the second epoch logs every 200 steps, but I am pasting the train and eval losses for both epochs bellow.
 
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  *The `train` split of the dataset was shuffled before the second epoch. The `test` split dataset is identical in both epochs without shuffling*
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  The model achieves a loss rate of 0.8528 on the validation dataset after two epochs.
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  **NOTE:** The model was trained for one epoch on the `train` split of dataset and after manual evaluation, I decided to go for another epoch.
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  The first epoch logs every 100 steps while the second epoch logs every 200 steps, but I am pasting the train and eval losses for both epochs bellow.
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+
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  *The `train` split of the dataset was shuffled before the second epoch. The `test` split dataset is identical in both epochs without shuffling*
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