End of training
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README.md
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base_model: cl-tohoku/bert-base-japanese
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tags:
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- generated_from_trainer
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model-index:
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- name: bert-base-japanese-ghost_rate
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results: []
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This model is a fine-tuned version of [cl-tohoku/bert-base-japanese](https://huggingface.co/cl-tohoku/bert-base-japanese) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 24.3951
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- eval_samples_per_second: 31.933
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- eval_steps_per_second: 2.009
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- step: 0
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-07
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- train_batch_size:
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- eval_batch_size:
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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:
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- num_epochs:
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### Framework versions
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base_model: cl-tohoku/bert-base-japanese
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: bert-base-japanese-ghost_rate
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results: []
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This model is a fine-tuned version of [cl-tohoku/bert-base-japanese](https://huggingface.co/cl-tohoku/bert-base-japanese) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.7155
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- Accuracy: 0.1667
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-07
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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: cosine
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 275 | 1.7696 | 0.1858 |
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| 1.7385 | 2.0 | 550 | 1.7574 | 0.1821 |
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| 1.7385 | 3.0 | 825 | 1.7461 | 0.1785 |
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| 1.7262 | 4.0 | 1100 | 1.7364 | 0.1758 |
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| 1.7262 | 5.0 | 1375 | 1.7280 | 0.1712 |
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| 1.7105 | 6.0 | 1650 | 1.7221 | 0.1703 |
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| 1.7105 | 7.0 | 1925 | 1.7183 | 0.1667 |
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| 1.6983 | 8.0 | 2200 | 1.7163 | 0.1667 |
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| 1.6983 | 9.0 | 2475 | 1.7156 | 0.1667 |
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| 1.697 | 10.0 | 2750 | 1.7155 | 0.1667 |
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### Framework versions
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model.safetensors
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