An introduction to the benefits of running models on your own machine, from total data privacy to avoiding monthly subscription fees.
A high-level guide to the "Big Three" requirements—VRAM, System RAM, and Storage—and how to audit your current specs for local LLM.
A deeper dive into Video RAM (VRAM), explaining why your graphics card’s memory is the single most important factor for speed and model size for local LLM.
A technical look at the "shrinking" process (converting 16-bit files to 4-bit or 8-bit) that allows massive models to run on consumer-grade hardware.
A granular comparison of the software tools used to actually load and "chat" with your quantized model files.
The final "how-to" step: finding a model on Hugging Face, loading it into your software, and sending your first offline prompt.