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bert-phishing-classifier_teacher
enamul16012001/bert-phishing-classifier_teacher
bert-phishing-classifier_teacher is a text classification model from enamul16012001. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Apr 9, 2025
- Updated
- Apr 9, 2025
- SHA
- 2ea0d949
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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 meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4955
- Accuracy: 0.94
- Auc: 0.984
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: 0.0001
- train_batch_size: 32
- eval_batch_size: 32
- 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: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
|---|---|---|---|---|---|
| 0.4233 | 1.0 | 66 | 0.2307 | 0.913 | 0.983 |
| 0.1443 | 2.0 | 132 | 0.2824 | 0.931 | 0.986 |
| 0.0752 | 3.0 | 198 | 0.2292 | 0.94 | 0.986 |
| 0.02 | 4.0 | 264 | 0.4492 | 0.942 | 0.985 |
| 0.0052 | 5.0 | 330 | 0.4788 | 0.936 | 0.984 |
| 0.0003 | 6.0 | 396 | 0.4955 | 0.94 | 0.984 |
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
- llama
- License
- llama3.2
- Created
- Apr 9, 2025
- Updated
- Apr 9, 2025