metadata

license: apache-2.0
datasets:
  - shawhin/phishing-site-classification
metrics:
  - accuracy
  - recall
  - precision
  - f1
base_model: shawhin/bert-phishing-classifier_student
library_name: transformers

bert-phishing-classifier_student

This model is a quantized version of shawhin/bert-phishing-classifier_student trained via knowledge distillation from shawhin/bert-phishing-classifier_teacher using the shawhin/phishing-site-classification dataset. It achieves the following results on the validation set:

Accuracy: 0.9356
Precision: 0.9757
Recall: 0.8933
F1 Score: 0.9327

Model description

Quantized student model for model compression example.

Video | Blog | Example code

Intended uses & limitations

This model was created for educational purposes.

Training and evaluation data

The Training, Testing, and Validation data are available here: shawhin/phishing-site-classification.