LLM quantization Unleashing LLMs on Edge: How Advanced Quantization Drives Efficiency and Performance Discover how low-bit activation quantization techniques, like INFOQUANT, make large language models (LLMs) more efficient, preserve accuracy, and enable deployment on less powerful hardware for enterprises.