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Quantization formats compared: GGUF vs GPTQ vs AWQ vs NF4

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Executive Summary

"A practical comparison of the four major LLM weight quantization formats — which one to use for CPU, GPU serving, and fine-tuning, with current version numbers and deployment guidance."

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