Building GPTQ from Scratch: A Step-by-Step Guide to Success

I implemented GPTQ from scratch on a nanoGPT model and got only 1.1% perplexity degradation across 61 quantized layers. Here's exactly how it works and what I built. Quantization is one of the simplest and most effective ways to reduce the cost of running neural networks. Instead of storing weights