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dtorber
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bert-base-cased

Text Classification
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bert
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  1. README.md +11 -11
  2. model.safetensors +1 -1
  3. runs/Mar26_09-24-45_tardis/events.out.tfevents.1711442967.tardis.1468911.1 +3 -0
README.md CHANGED
@@ -18,14 +18,14 @@ should probably proofread and complete it, then remove this comment. -->
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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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@@ -58,9 +58,9 @@ The following hyperparameters were used during training:
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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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  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: 0.3768
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+ - F1 Macro: 0.9039
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+ - F1: 0.9366
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+ - F1 Neg: 0.8712
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+ - Acc: 0.915
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+ - Prec: 0.9401
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+ - Recall: 0.9331
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+ - Mcc: 0.8078
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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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+ | 0.5449 | 1.0 | 947 | 0.5912 | 0.8273 | 0.8692 | 0.7855 | 0.8375 | 0.8963 | 0.8438 | 0.6573 |
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+ | 0.448 | 2.0 | 1894 | 0.4538 | 0.8894 | 0.9237 | 0.8551 | 0.9 | 0.9030 | 0.9453 | 0.7807 |
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+ | 0.2443 | 3.0 | 2841 | 0.5106 | 0.8835 | 0.9159 | 0.8512 | 0.8925 | 0.9176 | 0.9141 | 0.7671 |
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  ### Framework versions
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runs/Mar26_09-24-45_tardis/events.out.tfevents.1711442967.tardis.1468911.1 ADDED
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