| # Model Card for Model ID | |
| This model is a fine-tuned version of distilbert-base-cased on SQuAD dataset. It achieves the following results on the evaluation set: | |
| - Train Loss: 0.9125 | |
| - Validation Loss: 1.0106 | |
| - Epoch: 2 | |
| - Training Accuracy: 0.7709 | |
| - Validation Accuracy: 0.7613 | |
| After using regularization and finetuning our model, here鈥檚 how it is performing: | |
| - Train Loss: 0.7615 | |
| - Validation Loss: 0.6138 | |
| - Epoch: 4 | |
| - Training Accuracy: 0.8102 | |
| - Validation Accuracy: 0.8210 | |