Why does GPTQ matter for AI governance?

AutoGPTQ and GPTQ-for-LLaMa are the standard open-source implementations, integrated with vLLM, TensorRT-LLM, Hugging Face Transformers, and ExLlamaV2 (a high-performance GPTQ inference engine). GPTQ was the dominant quantization approach in early-to-mid 2023, before AWQ emerged as a faster and slightly higher-quality alternative for most use cases. The platform stren