CS 279R Final Project
To install the dependencies, first run pip install -e . then run pip install captum, pip install Flask and pip install Flask-SQLAlchemy.
Alternatively, try conda env create --name envname --file=environment.yml file if you have anaconda installed.
Run python app.py to open the application.
Write your prompt on the left panel, and hit generate button.
Hover your mouse on a generated word in the right panel to visualize its saliency map (redder color means more significant words in term of gradient-based saliency).
The hovered word is highlighted in green.
Click on a word to see the other token that the word pays the most attention to (highlighted by a blue border).