| --- |
| license: apache-2.0 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: 20split_dataset_version3 |
| 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. --> |
|
|
| # 20split_dataset_version3 |
|
|
| This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 2.8310 |
|
|
| ## 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 |
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|
| ## Training procedure |
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| ### Training hyperparameters |
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| The following hyperparameters were used during training: |
| - learning_rate: 5e-05 |
| - train_batch_size: 32 |
| - eval_batch_size: 32 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 16 |
|
|
| ### Training results |
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|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 3.1679 | 1.0 | 313 | 2.9768 | |
| | 2.9869 | 2.0 | 626 | 2.9299 | |
| | 2.8528 | 3.0 | 939 | 2.9176 | |
| | 2.7435 | 4.0 | 1252 | 2.9104 | |
| | 2.6458 | 5.0 | 1565 | 2.8863 | |
| | 2.5865 | 6.0 | 1878 | 2.8669 | |
| | 2.5218 | 7.0 | 2191 | 2.8802 | |
| | 2.4647 | 8.0 | 2504 | 2.8639 | |
| | 2.3933 | 9.0 | 2817 | 2.8543 | |
| | 2.3687 | 10.0 | 3130 | 2.8573 | |
| | 2.3221 | 11.0 | 3443 | 2.8398 | |
| | 2.276 | 12.0 | 3756 | 2.8415 | |
| | 2.2379 | 13.0 | 4069 | 2.8471 | |
| | 2.2427 | 14.0 | 4382 | 2.8318 | |
| | 2.1741 | 15.0 | 4695 | 2.8356 | |
| | 2.1652 | 16.0 | 5008 | 2.8310 | |
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| ### Framework versions |
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| - Transformers 4.21.0 |
| - Pytorch 1.12.0+cu113 |
| - Datasets 2.4.0 |
| - Tokenizers 0.12.1 |
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