Llm, AI, Deep Learning, Optimization.
types. Quantization paves the way for deploying models on such devices that lack native floating-point support. ❗ Navigating Quantization Challenges: Quantization is not without its challenges: 1. Overflow and Underflow: Careful scaling and clipping are essential to prevent quantized values from