A Beginner's Guide to LLM Quantization: GGUF, GPTQ, and AWQ

Expanding on LLM optimization by explaining how massive models are compressed using techniques like GGUF, GPTQ, and AWQ to run on consumer hardware.

November 20, 2025 · 5 min · Pranav Buradkar