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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: 0.5054
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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: 2e-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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- | No log | 0.55 | 100 | 0.4919 | 0.8230 |
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- | No log | 1.1 | 200 | 0.4253 | 0.8509 |
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- | No log | 1.65 | 300 | 0.4203 | 0.8556 |
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- | No log | 2.2 | 400 | 0.4475 | 0.8711 |
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- | 0.411 | 2.75 | 500 | 0.4450 | 0.8649 |
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- | 0.411 | 3.3 | 600 | 0.4582 | 0.8665 |
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- | 0.411 | 3.85 | 700 | 0.4824 | 0.8649 |
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- | 0.411 | 4.4 | 800 | 0.4810 | 0.8696 |
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- | 0.411 | 4.95 | 900 | 0.5054 | 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: 0.7800
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+ - Accuracy: 0.8665
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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: 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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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.597 | 0.55 | 100 | 0.4657 | 0.8276 |
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+ | 0.4636 | 1.1 | 200 | 0.4371 | 0.8571 |
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+ | 0.3049 | 1.65 | 300 | 0.4441 | 0.8540 |
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+ | 0.2556 | 2.2 | 400 | 0.5310 | 0.8602 |
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+ | 0.1887 | 2.75 | 500 | 0.4646 | 0.8649 |
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+ | 0.1487 | 3.3 | 600 | 0.6220 | 0.8665 |
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+ | 0.1283 | 3.85 | 700 | 0.5950 | 0.8618 |
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+ | 0.0823 | 4.4 | 800 | 0.7134 | 0.8696 |
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+ | 0.0582 | 4.95 | 900 | 0.7800 | 0.8665 |
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  ### Framework versions