Absolutely.
So what's the best primer we can share for getting started with local llms?
https://github.com/mlabonne/llm-course
Buy a laptop with some RAM, and a decent GPU, install llama.cpp, or Ollama, or whatever you go, get a harness, you're off to the races.
https://github.com/mlabonne/llm-course