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aha_classification

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djsull/aha_classification

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  1. README.md +13 -14
  2. model.safetensors +1 -1
  3. runs/Sep05_08-29-22_129-146-79-76/events.out.tfevents.1725524963.129-146-79-76.463112.0 +3 -0
  4. runs/Sep05_08-29-22_129-146-79-76/events.out.tfevents.1725525301.129-146-79-76.463112.1 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -17,10 +17,10 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [monologg/kobigbird-bert-base](https://huggingface.co/monologg/kobigbird-bert-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1102
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- - F1: 0.9664
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- - Roc Auc: 0.9743
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- - Accuracy: 0.9565
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  ## Model description
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@@ -51,16 +51,15 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
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- | No log | 1.0 | 42 | 0.3027 | 0.9262 | 0.9482 | 0.8870 |
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- | No log | 2.0 | 84 | 0.1940 | 0.9362 | 0.9489 | 0.9130 |
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- | No log | 3.0 | 126 | 0.1415 | 0.9576 | 0.9659 | 0.9391 |
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- | No log | 4.0 | 168 | 0.1201 | 0.9451 | 0.9573 | 0.9217 |
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- | No log | 5.0 | 210 | 0.1102 | 0.9664 | 0.9743 | 0.9565 |
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- | No log | 6.0 | 252 | 0.1082 | 0.9623 | 0.9721 | 0.9478 |
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- | No log | 7.0 | 294 | 0.1098 | 0.9536 | 0.9637 | 0.9391 |
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- | No log | 8.0 | 336 | 0.1059 | 0.9664 | 0.9743 | 0.9565 |
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- | No log | 9.0 | 378 | 0.1068 | 0.9620 | 0.9701 | 0.9478 |
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- | No log | 10.0 | 420 | 0.1051 | 0.9664 | 0.9743 | 0.9565 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [monologg/kobigbird-bert-base](https://huggingface.co/monologg/kobigbird-bert-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.1156
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+ - F1: 0.9617
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+ - Roc Auc: 0.9682
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+ - Accuracy: 0.9478
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
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+ | No log | 1.0 | 42 | 0.3257 | 0.8718 | 0.8998 | 0.8522 |
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+ | No log | 2.0 | 84 | 0.1861 | 0.9451 | 0.9573 | 0.9217 |
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+ | No log | 3.0 | 126 | 0.1474 | 0.9492 | 0.9595 | 0.9304 |
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+ | No log | 4.0 | 168 | 0.1156 | 0.9617 | 0.9682 | 0.9478 |
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+ | No log | 5.0 | 210 | 0.1185 | 0.9536 | 0.9637 | 0.9391 |
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+ | No log | 6.0 | 252 | 0.1133 | 0.9492 | 0.9595 | 0.9304 |
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+ | No log | 7.0 | 294 | 0.1098 | 0.9580 | 0.9679 | 0.9391 |
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+ | No log | 8.0 | 336 | 0.1084 | 0.9536 | 0.9637 | 0.9391 |
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+ | No log | 9.0 | 378 | 0.1167 | 0.9536 | 0.9637 | 0.9391 |
 
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  ### Framework versions
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