Supercharge Your Local LLMs: A Guide to GGUF Quantization!

This article dives into the exciting world of GGUF quantization, a technique that allows users to run powerful Large Language Models (LLMs) locally, even on devices with limited GPU memory. It provides a clear, accessible explanation of how quantization works and why it leads to significant performance gains, opening up new possibilities for AI enthusiasts.

• •GGUF quantization allows running massive LLMs locally.
• •It significantly reduces the memory footprint of LLMs.
• •The article provides a practical guide using llama.cpp.