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: 0.4815
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- F1 Macro: 0.8848
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- F1: 0.9231
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- F1 Neg: 0.8464
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- Acc: 0.8975
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- Prec: 0.9318
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- Recall: 0.9145
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- Mcc: 0.7699
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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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| 0.5303 | 1.0 | 841 | 0.4184 | 0.8592 | 0.9064 | 0.8120 | 0.875 | 0.8705 | 0.9453 | 0.7249 |
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| 0.4 | 2.0 | 1682 | 0.5169 | 0.8800 | 0.9187 | 0.8413 | 0.8925 | 0.8901 | 0.9492 | 0.7640 |
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| 0.2366 | 3.0 | 2523 | 0.5097 | 0.8947 | 0.9234 | 0.8660 | 0.9025 | 0.9289 | 0.9180 | 0.7895 |
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### Framework versions
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runs/Mar26_08-57-18_tardis/events.out.tfevents.1711440682.tardis.1123859.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:53535c3c2d351a48445830e68979e225a2444e0415e4e2d72dc152311f1be61e
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size 699
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