GGUF vs GPTQ vs AWQ: Which Quantization Format Should You Actually Use?

Running open-source Large Language Models (LLMs) used to be a luxury reserved for developers with enterprise-grade server rooms. If you didn't have dual A100 GPUs sitting under your desk, running a mo...