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bert-phishing-classifier_teacher
tjcgo/bert-phishing-classifier_teacher
bert-phishing-classifier_teacher is a text classification model from tjcgo. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Jun 21, 2025
- Updated
- Jun 21, 2025
- SHA
- d9353339
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
bert-phishing-classifier_teacher
This model is a fine-tuned version of google-bert/bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0614
- Accuracy: 0.606
- Auc: 0.847
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
|---|---|---|---|---|---|
| 1.1195 | 1.0 | 2000 | 1.1517 | 0.58 | 0.832 |
| 1.1824 | 2.0 | 4000 | 1.0918 | 0.596 | 0.836 |
| 1.1661 | 3.0 | 6000 | 1.0955 | 0.598 | 0.838 |
| 1.1565 | 4.0 | 8000 | 1.0945 | 0.594 | 0.839 |
| 1.1462 | 5.0 | 10000 | 1.1160 | 0.591 | 0.84 |
| 1.1283 | 6.0 | 12000 | 1.0884 | 0.589 | 0.843 |
| 1.1235 | 7.0 | 14000 | 1.0688 | 0.601 | 0.847 |
| 1.1096 | 8.0 | 16000 | 1.0701 | 0.606 | 0.846 |
| 1.1058 | 9.0 | 18000 | 1.0629 | 0.61 | 0.847 |
| 1.1003 | 10.0 | 20000 | 1.0614 | 0.606 | 0.847 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.7.1+cu118
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jun 21, 2025
- Updated
- Jun 21, 2025