I think the bigger bottleneck is SLAM, running that is intensive, it wont directly run on video, and SLAM is tough i guess, reading the repo doesn’t give any clues of it being able to run on CPU inference.

There is a repo they released.

I checked mostly all of em out from the list, but 1b models are generally unusable for RAG.

i use pageassist with Ollama

Welcome