The Reality of Training LLMs from Scratch: Costs Beyond the Hype

Building a custom model offers deep insights into Transformer architectures but often falls short of production needs compared to optimized solutions like Claude Code. This analysis reveals the actual infrastructure hurdles and financial trade-offs that viral tutorials frequently omit.