Why does GGUF matter for AI governance?

A 70B-parameter model in Q4_K_M is roughly 42GB, runnable on a 64GB-RAM workstation; the same model in FP16 would be 140GB. The Hugging Face Hub hosts thousands of GGUF model files for popular open-source LLMs, often with multiple quantization levels per model. The platform stren