by Sanksshep Mahendra August 11, 2026, 11:49 am Uncategorized Post-training Quantization for Edge AI Why it matters: Post-training quantization for edge AI: how INT8 and INT4 shrink models 4-16x, what accuracy costs, and how to deploy fast with GPTQ, AWQ, and GGUF.