INT4 Quantization (with code demonstration)

TABLE OF CONTENTINT4 QuantizationImportanceWorking of INT4 QuantizationSimple DemonstrationFinal ImplementationINT4 VS INT8Quantization TechniquesTraining StrategiesINT4 Models: Accuracy & PerformanceUse CasePros & ConsConclusionKey PapersINT4 Quantization

INT4 quantization is a technique used to optimize deep learning models by reducing their size and computational costs. It achieves this by using 4-bit integers instead of 32-bit floating-point numbers.

This approach makes th...