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@SkyWarrior123
Description
Describe the bug
A clear and concise description of what the bug is.
To Reproduce
Steps to reproduce the behavior:
- Run following command
textattack ... - Run following code ...
- See error
Expected behavior
There should be a module.py file generated after training lstm over sst2 dataset using the command below
textattack train --model lstm --dataset sst2 --epochs 20 --early-stopping-epochs 3
Screenshots or Traceback
While trying to attack my best_trained model using the command below
textattack attack --model-from-file ./outputs/2024-11-28-11-41-55-920215/best_model/model.py \ --dataset-from-huggingface sst2 \ --attack-recipe deepwordbug \ --log-to-txt results_deepwordbug.txt textattack: Loading datasets dataset sst2, split train. textattack: Loading model and tokenizer from file: ./outputs/2024-11-28-11-41-55-920215/best_model/model.py textattack: Loading module from `./outputs/2024-11-28-11-41-55-920215/best_model/model.py`. Traceback (most recent call last): File "/Users/skywarrior/Desktop/texattack/textattack-env-310/lib/python3.10/site-packages/textattack/model_args.py", line 192, in _create_model_from_args model_module = load_module_from_file(args.model_from_file) File "/Users/skywarrior/Desktop/texattack/textattack-env-310/lib/python3.10/site-packages/textattack/shared/utils/importing.py", line 63, in load_module_from_file spec.loader.exec_module(module) File "<frozen importlib._bootstrap_external>", line 879, in exec_module File "<frozen importlib._bootstrap_external>", line 1016, in get_code File "<frozen importlib._bootstrap_external>", line 1073, in get_data FileNotFoundError: [Errno 2] No such file or directory: '/Users/skywarrior/Desktop/texattack/./outputs/2024-11-28-11-41-55-920215/best_model/model.py' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/Users/skywarrior/Desktop/texattack/textattack-env-310/bin/textattack", line 8, in <module> sys.exit(main()) File "/Users/skywarrior/Desktop/texattack/textattack-env-310/lib/python3.10/site-packages/textattack/commands/textattack_cli.py", line 49, in main func.run(args) File "/Users/skywarrior/Desktop/texattack/textattack-env-310/lib/python3.10/site-packages/textattack/commands/attack_command.py", line 31, in run model_wrapper = ModelArgs._create_model_from_args(attack_args) File "/Users/skywarrior/Desktop/texattack/textattack-env-310/lib/python3.10/site-packages/textattack/model_args.py", line 194, in _create_model_from_args raise ValueError(f"Failed to import file {args.model_from_file}.") ValueError: Failed to import file ./outputs/2024-11-28-11-41-55-920215/best_model/model.py.
- The contents of the best_model ss
image
System Information (please complete the following information):
- OS: MacOs
- Library versions (e.g.
torch==1.7.0, transformers==3.3.0) - Textattack version
Additional context
I am trying to reproduce the textattack paper's adversarial training figure the image is attached below
Can someone please help me to reproduce the above figure I would be very grateful to learn and understand why it is or not reproducible
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