| --- |
| license: cc-by-4.0 |
| base_model: deepset/bert-base-cased-squad2 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: bert-21 |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| # bert-21 |
|
|
| 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. |
| It achieves the following results on the evaluation set: |
| - Loss: 11.9330 |
|
|
| ## Model description |
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| More information needed |
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| ## Intended uses & limitations |
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| More information needed |
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| ## Training and evaluation data |
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| More information needed |
|
|
| ## Training procedure |
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|
| ### Training hyperparameters |
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| The following hyperparameters were used during training: |
| - learning_rate: 3e-05 |
| - train_batch_size: 16 |
| - eval_batch_size: 16 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 1 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 11.3134 | 0.09 | 5 | 12.3068 | |
| | 11.4146 | 0.18 | 10 | 12.2378 | |
| | 10.9861 | 0.27 | 15 | 12.1756 | |
| | 11.1036 | 0.36 | 20 | 12.1205 | |
| | 11.079 | 0.45 | 25 | 12.0721 | |
| | 11.1039 | 0.55 | 30 | 12.0310 | |
| | 10.3894 | 0.64 | 35 | 11.9972 | |
| | 11.034 | 0.73 | 40 | 11.9707 | |
| | 10.6017 | 0.82 | 45 | 11.9511 | |
| | 10.5161 | 0.91 | 50 | 11.9387 | |
| | 10.3011 | 1.0 | 55 | 11.9330 | |
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| ### Framework versions |
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|
| - Transformers 4.34.1 |
| - Pytorch 2.1.0+cu118 |
| - Datasets 2.14.5 |
| - Tokenizers 0.14.1 |
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|
