model-optimization

LLM Quantization Guide: Comparing GPTQ, AWQ and GGUF

A practical breakdown of LLM quantization techniques - GPTQ, AWQ, GGUF and bitsandbytes - explaining how 4-bit compression cuts VRAM needs while preserving model quality.