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@@ -49,7 +49,7 @@ Training was conducted on a 10 epoch fine-tuning approach, however this reposito
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  | 10.0 | 0.9178 | 0.3964 |
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- In relation to the dataset, the model demonstrates that it can effectively learn to distinguish between the two classes claim and premise. However, the rapid onset of overfitting after epoch 2 suggests that the dataset is imbalanced and noisy. Further work should enable the model to be trained on more robust data to ensure better evaluation results.
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  ### Text Classification Tags
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  | 10.0 | 0.9178 | 0.3964 |
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+ In relation to the dataset, the model demonstrates that it can effectively learn to distinguish between the two classes claim and premise. However, the rapid onset of overfitting after epoch 4 suggests that the dataset is imbalanced and noisy. Further work should enable the model to be trained on more robust data to ensure better evaluation results.
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  ### Text Classification Tags
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