GGUF量化详解

GGUF quantization makes 70B models run on a single consumer GPU.

GGUF reduces model size by 4-8x. Q4_K_M best quality/size balance. 70B models at Q4 fit in 48GB VRAM. Llama.cpp most popular runner with 70K GitHub stars. Supported by Ollama and LM Studio.