Once you’ve created my_model.py, you can run an attack using TextAttack’s command-line interface by specifying your custom model file:
textattack attack --model-from-file my_model.py --recipe textfooler --num-examples 10
Ensure that my_model.py is in the current working directory or provide the full path to the file. This command tells TextAttack to load the model and tokenizer from my_model.py and perform the specified attack recipe (textfooler) on 10 examples.
Additional Tips: • Verify Model and Tokenizer Paths: Ensure that the paths in my_model.py correctly point to your saved model and tokenizer files. • Check Dependencies: Make sure all necessary libraries (e.g., PyTorch) are installed and compatible with your model. • Consult Documentation: Refer to TextAttack’s FAQ for more information on using custom models.