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phishing-text-classifier-qwen-2.5-0.5B
Aleksandr505/phishing-text-classifier-qwen-2.5-0.5B
phishing-text-classifier-qwen-2.5-0.5B is a text classification model from Aleksandr505. 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
- qwen2
- Access
- Public
- Created
- Apr 17, 2025
- Updated
- Apr 28, 2025
- SHA
- a26bc1a3
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. -->
phishing-text-classifier-qwen-2.5-0.5B
This model is a fine-tuned version of Qwen/Qwen2.5-0.5B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3050
- Accuracy: 0.9870
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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 4.7645 | 1.0 | 20 | 0.3860 | 0.8701 |
| 0.1787 | 2.0 | 40 | 0.0593 | 0.9805 |
| 0.098 | 3.0 | 60 | 0.5008 | 0.9545 |
| 0.0771 | 4.0 | 80 | 0.1787 | 0.9740 |
| 0.0151 | 5.0 | 100 | 0.2933 | 0.9740 |
| 0.0265 | 6.0 | 120 | 0.7513 | 0.9545 |
| 0.0024 | 7.0 | 140 | 0.4248 | 0.9805 |
| 0.0001 | 8.0 | 160 | 0.3518 | 0.9805 |
| 0.0 | 9.0 | 180 | 0.3060 | 0.9870 |
| 0.0 | 10.0 | 200 | 0.3050 | 0.9870 |
Framework versions
- Transformers 4.51.1
- Pytorch 2.6.0
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- qwen2
- License
- apache-2.0
- Languages
- zho, eng, fra, spa, por, deu
- Created
- Apr 17, 2025
- Updated
- Apr 28, 2025