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--- |
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license: cc-by-4.0 |
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base_model: hung200504/bert-21 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bert-31 |
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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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# bert-31 |
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This model is a fine-tuned version of [hung200504/bert-21](https://huggingface.co/hung200504/bert-21) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 9.6564 |
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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: 3e-06 |
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- train_batch_size: 16 |
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- eval_batch_size: 16 |
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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: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 10.8389 | 0.09 | 5 | 11.6872 | |
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| 10.6506 | 0.18 | 10 | 11.3129 | |
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| 9.9367 | 0.27 | 15 | 10.9748 | |
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| 9.7504 | 0.36 | 20 | 10.6767 | |
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| 9.4789 | 0.45 | 25 | 10.4164 | |
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| 9.3145 | 0.55 | 30 | 10.1941 | |
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| 8.4653 | 0.64 | 35 | 10.0120 | |
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| 8.9579 | 0.73 | 40 | 9.8679 | |
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| 8.3746 | 0.82 | 45 | 9.7613 | |
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| 8.3205 | 0.91 | 50 | 9.6904 | |
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| 8.0754 | 1.0 | 55 | 9.6564 | |
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### Framework versions |
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- Transformers 4.34.1 |
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- Pytorch 2.1.0+cu118 |
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- Datasets 2.14.5 |
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- Tokenizers 0.14.1 |
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