Running AI Models on Consumer Hardware: What an RTX 4080 Laptop GPU Can Actually Do
A practical look at running large language models locally on an RTX 4080 laptop GPU with 12 GB of VRAM. What fits, what doesn't, and the real tradeoffs of quantization, tokenization, and memory management.