Thank you @lewtun this is really helpful and straight forward. Depending on the goal and purpose of processing text, do you think tokenizing one way could then be passed into a NLTK, spaCy, or HuggingFace model? Or breaking down text into some format to move through/across multiple models from various software libraries? (thank you again, I have so much respect for Hugging Face!)