Model save
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README.md
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This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- F1 Macro: 0.
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- F1: 0.
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- F1 Neg: 0.
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- Acc: 0.
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- Prec: 0.
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- Recall: 0.
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- Mcc: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | F1 Macro | F1 | F1 Neg | Acc | Prec | Recall | Mcc |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:------:|:------:|:------:|:------:|
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### Framework versions
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This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4340
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- F1 Macro: 0.8964
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- F1: 0.9303
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- F1 Neg: 0.8625
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- Acc: 0.9075
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- Prec: 0.9427
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- Recall: 0.9182
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- Mcc: 0.7935
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | F1 Macro | F1 | F1 Neg | Acc | Prec | Recall | Mcc |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:------:|:------:|:------:|:------:|
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| 0.5639 | 1.0 | 841 | 0.4433 | 0.8482 | 0.8858 | 0.8106 | 0.8575 | 0.9095 | 0.8633 | 0.6984 |
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| 0.308 | 2.0 | 1682 | 0.4278 | 0.8875 | 0.9210 | 0.8541 | 0.8975 | 0.9087 | 0.9336 | 0.7757 |
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| 0.1499 | 3.0 | 2523 | 0.5296 | 0.8930 | 0.9203 | 0.8658 | 0.9 | 0.9390 | 0.9023 | 0.7874 |
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### Framework versions
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runs/Mar26_16-25-10_tardis/events.out.tfevents.1711467511.tardis.3525180.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:b7e6b473cfb3d154b041e2a5029d59bbd8835d564bba9bb1a6f8b78a47140286
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size 699
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