metadata
library_name: transformers
license: apache-2.0
base_model: ealvaradob/bert-phishing-url
tags:
- generated_from_trainer
model-index:
- name: ML_Project
results: []
ML_Project
This model is a fine-tuned version of ealvaradob/bert-phishing-url on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1559
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: 2e-05
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 286 | 0.1417 |
| 0.2787 | 2.0 | 572 | 0.1321 |
| 0.2787 | 3.0 | 858 | 0.1559 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.2.0
- Tokenizers 0.19.1