Big Data and Analytics The Democratization of Compute: Mastering LLM Training on Constrained Hardware rifanmuazinSeptember 9, 20260 The landscape of Large Language Model (LLM) development is often depicted as an exclusive playground for hyperscalers. With scaling laws…