Datasets:
File size: 1,453 Bytes
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---
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) |