Why Fine-Tuning an LLM Shouldn’t Cost $300: Solving GPU Scarcity, Cloud Markups, and OOM CrashesHow autonomous multi-cloud failover, cryptographic financial permits, and preflight VRAM guards eliminate the hidden taxes of AI training.4 min read·ai-ml-cuda-devops.hashnode.devOct 2
