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dtorber
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bert-base-cased

Text Classification
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Safetensors
bert
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  1. README.md +10 -10
  2. model.safetensors +1 -1
  3. runs/Mar26_10-11-58_tardis/events.out.tfevents.1711445181.tardis.1978030.1 +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: 0.3768
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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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@@ -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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- | 0.5449 | 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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  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: 0.4379
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+ - F1 Macro: 0.9023
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+ - F1: 0.9375
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+ - F1 Neg: 0.8672
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  - Acc: 0.915
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+ - Prec: 0.9273
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+ - Recall: 0.9480
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+ - Mcc: 0.8052
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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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+ | 0.5485 | 1.0 | 859 | 0.4785 | 0.8535 | 0.8898 | 0.8173 | 0.8625 | 0.9136 | 0.8672 | 0.7091 |
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+ | 0.3413 | 2.0 | 1718 | 0.4584 | 0.8927 | 0.9251 | 0.8602 | 0.9025 | 0.9094 | 0.9414 | 0.7864 |
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+ | 0.1912 | 3.0 | 2577 | 0.4596 | 0.8918 | 0.9216 | 0.8621 | 0.9 | 0.9252 | 0.9180 | 0.7837 |
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  ### Framework versions
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runs/Mar26_10-11-58_tardis/events.out.tfevents.1711445181.tardis.1978030.1 ADDED
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