| --- |
| license: apache-2.0 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: 20split_dataset_version2 |
| 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_version2 |
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|
| 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: 2.0626 |
|
|
| ## 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: 64 |
| - eval_batch_size: 64 |
| - 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 | |
| |:-------------:|:-----:|:------:|:---------------:| |
| | 2.7621 | 1.0 | 11851 | 2.5216 | |
| | 2.5466 | 2.0 | 23702 | 2.4157 | |
| | 2.4505 | 3.0 | 35553 | 2.3592 | |
| | 2.3798 | 4.0 | 47404 | 2.3028 | |
| | 2.3178 | 5.0 | 59255 | 2.2768 | |
| | 2.272 | 6.0 | 71106 | 2.2366 | |
| | 2.2323 | 7.0 | 82957 | 2.2128 | |
| | 2.1928 | 8.0 | 94808 | 2.1797 | |
| | 2.157 | 9.0 | 106659 | 2.1667 | |
| | 2.1292 | 10.0 | 118510 | 2.1392 | |
| | 2.0978 | 11.0 | 130361 | 2.1280 | |
| | 2.0725 | 12.0 | 142212 | 2.1106 | |
| | 2.052 | 13.0 | 154063 | 2.0944 | |
| | 2.0268 | 14.0 | 165914 | 2.0804 | |
| | 2.0121 | 15.0 | 177765 | 2.0698 | |
| | 1.9997 | 16.0 | 189616 | 2.0626 | |
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| ### Framework versions |
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|
| - Transformers 4.20.1 |
| - Pytorch 1.12.0+cu113 |
| - Datasets 2.4.0 |
| - Tokenizers 0.12.1 |
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