I was always under the impression that the max blob size was 400mb and so you couldn't store files any bigger than that. Google gives so many different answers to these questions.
Do you know any other resources I can go more in depth on browser storage limits?
Approx sizes are listed in the GitHub README.
Models are stored in indexeddb and will be managed by the browser. Might get evicted.