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: 0.6785
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- F1 Macro: 0.8280
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- F1: 0.8929
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- F1 Neg: 0.7631
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- Acc: 0.8525
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- Prec: 0.8723
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- Recall: 0.9145
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- Mcc: 0.6583
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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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| 0.6384 | 1.0 | 835 | 0.5376 | 0.8057 | 0.8669 | 0.7445 | 0.825 | 0.8444 | 0.8906 | 0.6138 |
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| 0.4929 | 2.0 | 1670 | 0.6960 | 0.8014 | 0.8734 | 0.7294 | 0.8275 | 0.8235 | 0.9297 | 0.6170 |
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| 0.3293 | 3.0 | 2505 | 0.7225 | 0.8248 | 0.8805 | 0.7692 | 0.8425 | 0.8561 | 0.9062 | 0.6525 |
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### Framework versions
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runs/Mar27_10-07-06_tardis/events.out.tfevents.1711531727.tardis.3533496.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:3d5172f86c063879db7e77595ca5d65796227259dc7b641b55253f77b23aa1d8
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size 699
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