I recommend using python 3.7 or higher.
Install the required packages with pip install -r requirements.txt
Please take care with the fast.ai
library version - it's under rapid development and version changes may require fixes in the example.
Follow lesson3-imdb from the [fast.ai] course and use the saved model, or get in touch with me and I'll share it with you.