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: 0.4483
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- F1 Macro: 0.9009
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- F1: 0.9348
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- F1 Neg: 0.8669
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- Acc: 0.9125
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- Prec: 0.9366
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- Recall: 0.9331
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- Mcc: 0.8018
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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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| 0.5215 | 1.0 | 824 | 0.3984 | 0.8854 | 0.9186 | 0.8521 | 0.895 | 0.9115 | 0.9258 | 0.7709 |
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| 0.3194 | 2.0 | 1648 | 0.4032 | 0.8978 | 0.9293 | 0.8664 | 0.9075 | 0.9101 | 0.9492 | 0.7973 |
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| 0.193 | 3.0 | 2472 | 0.4723 | 0.9037 | 0.9328 | 0.8746 | 0.9125 | 0.9170 | 0.9492 | 0.8085 |
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### Framework versions
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runs/Mar25_23-06-52_tardis/events.out.tfevents.1711404645.tardis.884395.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:aedd6171e09612ce5109b1055483102f19a7a987dc8fb685187298a7eaf87546
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size 699
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