Downloads · 30 days
2
6% of all-time downloads
phishing-text-classifier-llama-3.2-1B
Aleksandr505/phishing-text-classifier-llama-3.2-1B
phishing-text-classifier-llama-3.2-1B 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
32
Public
Parameters
1.2B
5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.9 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Apr 16, 2025
- Updated
- Apr 16, 2025
- SHA
- 7a7b3d8a
Try a prompt
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-llama-3.2-1B
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: 0.3255
- Accuracy: 0.9740
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 |
|---|---|---|---|---|
| 6.4444 | 1.0 | 20 | 1.7918 | 0.5 |
| 1.1074 | 2.0 | 40 | 0.6792 | 0.5779 |
| 0.4717 | 3.0 | 60 | 0.4950 | 0.8506 |
| 0.1202 | 4.0 | 80 | 0.3441 | 0.9156 |
| 0.0843 | 5.0 | 100 | 0.1620 | 0.9545 |
| 0.0513 | 6.0 | 120 | 0.3048 | 0.9416 |
| 0.0318 | 7.0 | 140 | 0.3028 | 0.9740 |
| 0.0005 | 8.0 | 160 | 0.3368 | 0.9675 |
| 0.0078 | 9.0 | 180 | 0.3484 | 0.9610 |
| 0.0 | 10.0 | 200 | 0.3255 | 0.9740 |
Framework versions
- Transformers 4.51.1
- Pytorch 2.6.0
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- llama
- License
- llama3.2
- Created
- Apr 16, 2025
- Updated
- Apr 16, 2025