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bert-cased
Browse files- README.md +45 -45
- pytorch_model.bin +1 -1
- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [deepset/bert-base-cased-squad2](https://huggingface.co/deepset/bert-base-cased-squad2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 10.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss |
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### Framework versions
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This model is a fine-tuned version of [deepset/bert-base-cased-squad2](https://huggingface.co/deepset/bert-base-cased-squad2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 10.2808
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 4e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 10.3001 | 0.02 | 5 | 12.2937 |
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| 11.3113 | 0.05 | 10 | 12.1993 |
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| 11.9879 | 0.07 | 15 | 12.1069 |
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| 10.7429 | 0.09 | 20 | 12.0165 |
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| 11.3554 | 0.11 | 25 | 11.9292 |
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| 10.2321 | 0.14 | 30 | 11.8443 |
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| 11.1008 | 0.16 | 35 | 11.7623 |
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| 10.9742 | 0.18 | 40 | 11.6810 |
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| 10.7344 | 0.21 | 45 | 11.6019 |
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| 10.9955 | 0.23 | 50 | 11.5246 |
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| 9.2042 | 0.25 | 55 | 11.4512 |
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| 10.2688 | 0.28 | 60 | 11.3810 |
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| 9.8818 | 0.3 | 65 | 11.3127 |
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| 10.6999 | 0.32 | 70 | 11.2461 |
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| 10.7308 | 0.34 | 75 | 11.1818 |
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| 9.8682 | 0.37 | 80 | 11.1196 |
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| 10.8196 | 0.39 | 85 | 11.0594 |
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| 9.593 | 0.41 | 90 | 11.0016 |
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| 10.1361 | 0.44 | 95 | 10.9466 |
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| 9.8119 | 0.46 | 100 | 10.8934 |
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| 10.3661 | 0.48 | 105 | 10.8424 |
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| 9.5482 | 0.5 | 110 | 10.7934 |
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| 9.7784 | 0.53 | 115 | 10.7476 |
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| 9.9489 | 0.55 | 120 | 10.7027 |
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| 9.2101 | 0.57 | 125 | 10.6609 |
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| 9.1377 | 0.6 | 130 | 10.6216 |
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| 9.4856 | 0.62 | 135 | 10.5843 |
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| 9.323 | 0.64 | 140 | 10.5497 |
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| 9.583 | 0.67 | 145 | 10.5167 |
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| 10.0577 | 0.69 | 150 | 10.4856 |
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| 9.4803 | 0.71 | 155 | 10.4569 |
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| 9.6417 | 0.73 | 160 | 10.4304 |
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| 9.0708 | 0.76 | 165 | 10.4061 |
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| 9.6586 | 0.78 | 170 | 10.3842 |
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| 9.1787 | 0.8 | 175 | 10.3638 |
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| 8.6618 | 0.83 | 180 | 10.3460 |
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| 10.0594 | 0.85 | 185 | 10.3302 |
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| 8.4156 | 0.87 | 190 | 10.3166 |
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| 9.2773 | 0.89 | 195 | 10.3054 |
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| 9.0625 | 0.92 | 200 | 10.2959 |
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| 9.1544 | 0.94 | 205 | 10.2888 |
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| 8.6885 | 0.96 | 210 | 10.2837 |
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| 8.6336 | 0.99 | 215 | 10.2808 |
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### Framework versions
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pytorch_model.bin
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training_args.bin
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