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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: 20split_dataset_version3 |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# 20split_dataset_version3 |
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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. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.8310 |
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## 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: |
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- learning_rate: 5e-05 |
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- train_batch_size: 32 |
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- eval_batch_size: 32 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 16 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 3.1679 | 1.0 | 313 | 2.9768 | |
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| 2.9869 | 2.0 | 626 | 2.9299 | |
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| 2.8528 | 3.0 | 939 | 2.9176 | |
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| 2.7435 | 4.0 | 1252 | 2.9104 | |
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| 2.6458 | 5.0 | 1565 | 2.8863 | |
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| 2.5865 | 6.0 | 1878 | 2.8669 | |
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| 2.5218 | 7.0 | 2191 | 2.8802 | |
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| 2.4647 | 8.0 | 2504 | 2.8639 | |
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| 2.3933 | 9.0 | 2817 | 2.8543 | |
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| 2.3687 | 10.0 | 3130 | 2.8573 | |
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| 2.3221 | 11.0 | 3443 | 2.8398 | |
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| 2.276 | 12.0 | 3756 | 2.8415 | |
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| 2.2379 | 13.0 | 4069 | 2.8471 | |
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| 2.2427 | 14.0 | 4382 | 2.8318 | |
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| 2.1741 | 15.0 | 4695 | 2.8356 | |
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| 2.1652 | 16.0 | 5008 | 2.8310 | |
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### Framework versions |
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- Transformers 4.21.0 |
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- Pytorch 1.12.0+cu113 |
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- Datasets 2.4.0 |
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- Tokenizers 0.12.1 |
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