Model save
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README.md
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.
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## Model description
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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:
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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: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step
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### Framework versions
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.5202
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## Model description
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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: 100
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 6.6432 | 3.23 | 100 | 5.8478 |
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| 5.651 | 6.45 | 200 | 5.5368 |
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| 5.1511 | 9.68 | 300 | 5.2206 |
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| 4.77 | 12.9 | 400 | 4.9162 |
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| 4.449 | 16.13 | 500 | 4.8133 |
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| 4.18 | 19.35 | 600 | 4.5716 |
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| 3.9485 | 22.58 | 700 | 4.3972 |
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| 3.6496 | 25.81 | 800 | 4.2725 |
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| 3.4384 | 29.03 | 900 | 4.1514 |
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| 3.2557 | 32.26 | 1000 | 4.1532 |
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| 3.0924 | 35.48 | 1100 | 3.9699 |
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| 2.8789 | 38.71 | 1200 | 3.8153 |
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| 2.7001 | 41.94 | 1300 | 3.8936 |
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| 2.5654 | 45.16 | 1400 | 3.8185 |
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| 2.4543 | 48.39 | 1500 | 3.9040 |
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| 2.2817 | 51.61 | 1600 | 3.7283 |
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| 2.2239 | 54.84 | 1700 | 3.6337 |
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| 2.1119 | 58.06 | 1800 | 3.7746 |
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| 1.9952 | 61.29 | 1900 | 3.5909 |
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| 1.9466 | 64.52 | 2000 | 3.5679 |
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| 1.8244 | 67.74 | 2100 | 3.6370 |
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| 1.7837 | 70.97 | 2200 | 3.6295 |
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| 1.6972 | 74.19 | 2300 | 3.6373 |
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| 1.6845 | 77.42 | 2400 | 3.4213 |
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| 1.6453 | 80.65 | 2500 | 3.5497 |
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| 1.5759 | 83.87 | 2600 | 3.5886 |
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| 1.5506 | 87.1 | 2700 | 3.4016 |
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| 1.5294 | 90.32 | 2800 | 3.3665 |
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| 1.4915 | 93.55 | 2900 | 3.3038 |
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| 1.5035 | 96.77 | 3000 | 3.3139 |
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| 1.4601 | 100.0 | 3100 | 3.5202 |
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### Framework versions
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 370513400
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version https://git-lfs.github.com/spec/v1
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size 370513400
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