GGUF vs AWQ vs GPTQ vs FP8: LLM Quantization Formats Compared Posted by By MPRAUTO MPRAUTO October 7, 2026Posted inAINo Comments LLM quantization formats compared: GGUF, AWQ, GPTQ and FP8 covering bit widths, calibration, kernels, accuracy loss, memory arithmetic and which format.