Ollama and LM Studio show local AI model memory requirements

Running an AI model locally on a PC depends heavily on available system memory and memory bandwidth rather than raw processing power. While everyday 16GB PCs can run small models like 8B parameter variants, running larger or frontier models requires significantly more RAM, high-capacity VRAM, or dedicated hardware like data center servers. Open article →