| {} | |
| --- | |
| language: en | |
| license: mit | |
| --- | |
| # distilbert-finetuned-uncased Model | |
| This model is fine-tuned on SQuAD v2 for question answering tasks. | |
| ## Training Procedure | |
| - Number of Epochs: 4 | |
| - Learning Rate: 2e-05 | |
| - Batch Size: 128 (per device) | |
| - Evaluation Strategy: Every 100 steps | |
| - Save Strategy: Every 100 steps | |
| - FP16 Training: Yes | |
| ## Evaluation Results | |
| - Exact Match: 23.347090036216628 | |
| - F1 Score: 26.869992349988973 | |
| - Total: 11873 | |
| - Has Answer Exact: 38.630229419703106 | |
| - Has Answer F1: 45.686136837283904 | |
| - Has Answer Total: 5928 | |
| - No Answer Exact: 8.107653490328007 | |
| - No Answer F1: 8.107653490328007 | |
| - No Answer Total: 5945 | |
| - Best Exact: 50.11370336056599 | |
| - Best Exact Threshold: 0.0 | |
| - Best F1: 50.11370336056599 | |
| - Best F1 Threshold: 0.0 | |