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: 0.5519
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- F1 Macro: 0.8624
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- F1: 0.9150
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- F1 Neg: 0.8097
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- Acc: 0.8825
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- Prec: 0.8908
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- Recall: 0.9405
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- Mcc: 0.7280
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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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| 0.5605 | 1.0 | 835 | 0.4052 | 0.8129 | 0.8807 | 0.7451 | 0.8375 | 0.8304 | 0.9375 | 0.6402 |
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| 0.4662 | 2.0 | 1670 | 0.6216 | 0.8229 | 0.8818 | 0.7640 | 0.8425 | 0.8484 | 0.9180 | 0.6515 |
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| 0.3161 | 3.0 | 2505 | 0.6697 | 0.8360 | 0.8880 | 0.7839 | 0.8525 | 0.8635 | 0.9141 | 0.6748 |
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### Framework versions
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runs/Mar26_10-40-05_tardis/events.out.tfevents.1711447441.tardis.2260000.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:96c7b5cb0ab98abd33c62df560fcbfcc913ef19c2d3e51b403f1d41593c9a4d6
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size 699
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