The Algorithm That Fits a 70-Billion-Parameter Model Into 8GB of RAM
Inside k-quants, the block-wise quantization scheme behind llama.cpp and GGUF — how it works, what it actually costs in quality, and why it matters more on modest hardware than on a data-center GPU cluster.