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@@ -14,7 +14,7 @@ This model is fine-tuned on PQuAD Train set and is easily ready to use. Too long
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  ## Hyperparameters
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- The reason I set batch_size to 4 is limited GPU memory in Google Colab.
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  ```
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  batch_size = 4
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  n_epochs = 1
 
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  ## Hyperparameters
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+ I set batch size to 4 due to the limitations of GPU memory in Google Colab.
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  ```
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  batch_size = 4
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  n_epochs = 1