| | --- |
| | license: odbl |
| | size_categories: |
| | - 1K<n<10K |
| | task_categories: |
| | - text-classification |
| | dataset_info: |
| | features: |
| | - name: text |
| | dtype: string |
| | - name: labels |
| | dtype: int64 |
| | splits: |
| | - name: train |
| | num_bytes: 134987 |
| | num_examples: 2100 |
| | - name: validation |
| | num_bytes: 27524 |
| | num_examples: 450 |
| | - name: test |
| | num_bytes: 30718 |
| | num_examples: 450 |
| | download_size: 143853 |
| | dataset_size: 193229 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | - split: validation |
| | path: data/validation-* |
| | - split: test |
| | path: data/test-* |
| | --- |
| | # Phishing Website Dataset |
| | A subset of phishing site dataset from here: https://www.kaggle.com/datasets/taruntiwarihp/phishing-site-urls/data |
| |
|
| | Data used for model compression example. |
| |
|
| | [Video](https://youtu.be/FLkUOkeMd5M) | [Blog](https://towardsdatascience.com/compressing-large-language-models-llms-9f406eea5b5e) | [Example code](https://github.com/ShawhinT/YouTube-Blog/tree/main/LLMs/model-compression) |
| |
|
| | ### Features |
| | - text = website URL |
| | - label = phishing site indicator (1=phishing, 0=not phishing) |
| |
|
| | ### Models |
| | - [shawhin/bert-phishing-classifier_teacher](https://huggingface.co/shawhin/bert-phishing-classifier_teacher) |
| | - [shawhin/bert-phishing-classifier_student](https://huggingface.co/shawhin/bert-phishing-classifier_student) |
| | - [shawhin/bert-phishing-classifier_student_4bit](https://huggingface.co/shawhin/bert-phishing-classifier_student_4bit) |
