---
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)