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End of training

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  1. README.md +12 -12
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@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [kykim/bert-kor-base](https://huggingface.co/kykim/bert-kor-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9401
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- - Accuracy: 0.8618
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 6e-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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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.6312 | 0.55 | 100 | 0.5099 | 0.8183 |
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- | 0.4666 | 1.1 | 200 | 0.4792 | 0.8432 |
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- | 0.3128 | 1.65 | 300 | 0.4635 | 0.8602 |
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- | 0.2626 | 2.2 | 400 | 0.5552 | 0.8618 |
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- | 0.1915 | 2.75 | 500 | 0.5080 | 0.8649 |
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- | 0.1523 | 3.3 | 600 | 0.5711 | 0.8696 |
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- | 0.1112 | 3.85 | 700 | 0.7358 | 0.8540 |
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- | 0.0906 | 4.4 | 800 | 0.8513 | 0.8571 |
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- | 0.0769 | 4.95 | 900 | 0.9401 | 0.8618 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [kykim/bert-kor-base](https://huggingface.co/kykim/bert-kor-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.0590
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+ - Accuracy: 0.8587
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - learning_rate: 8e-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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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.6008 | 0.55 | 100 | 0.4586 | 0.8525 |
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+ | 0.4733 | 1.1 | 200 | 0.4955 | 0.8463 |
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+ | 0.3034 | 1.65 | 300 | 0.4289 | 0.8602 |
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+ | 0.2576 | 2.2 | 400 | 0.6020 | 0.8401 |
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+ | 0.2013 | 2.75 | 500 | 0.5233 | 0.8509 |
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+ | 0.1409 | 3.3 | 600 | 0.6732 | 0.8665 |
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+ | 0.1544 | 3.85 | 700 | 0.6559 | 0.8711 |
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+ | 0.0918 | 4.4 | 800 | 0.9371 | 0.8556 |
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+ | 0.0851 | 4.95 | 900 | 1.0590 | 0.8587 |
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  ### Framework versions