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bert-phishing-classifier_teacher
Sahil0414/bert-phishing-classifier_teacher
bert-phishing-classifier_teacher is a text classification model from Sahil0414. 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
- Apr 5, 2025
- Updated
- Apr 5, 2025
- SHA
- 28f81ffa
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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: 0.2627
- Accuracy: 0.889
- Auc: 0.964
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: 10
- eval_batch_size: 10
- seed: 42
- optimizer: Use OptimizerNames.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 |
|---|---|---|---|---|---|
| 0.2973 | 1.0 | 210 | 0.2491 | 0.891 | 0.962 |
| 0.2603 | 2.0 | 420 | 0.2731 | 0.871 | 0.964 |
| 0.2766 | 3.0 | 630 | 0.2545 | 0.891 | 0.961 |
| 0.2863 | 4.0 | 840 | 0.2990 | 0.867 | 0.963 |
| 0.2859 | 5.0 | 1050 | 0.3170 | 0.858 | 0.962 |
| 0.2655 | 6.0 | 1260 | 0.2488 | 0.884 | 0.963 |
| 0.2749 | 7.0 | 1470 | 0.2615 | 0.882 | 0.963 |
| 0.245 | 8.0 | 1680 | 0.2518 | 0.88 | 0.964 |
| 0.2669 | 9.0 | 1890 | 0.2521 | 0.88 | 0.964 |
| 0.2623 | 10.0 | 2100 | 0.2627 | 0.889 | 0.964 |
Framework versions
- Transformers 4.50.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 5, 2025
- Updated
- Apr 5, 2025