In an era dominated by trillion-parameter models, multi-billion-dollar supercomputers, and fierce competition among tech behemoths, a common misconception has taken root: that mastering the mechanics of Large Language Models (LLMs) requires access to elite, industrial-scale GPU clusters. For developers, students, and independent researchers operating outside the walls of frontier AI labs, the barrier to entry […]

