Ai Model Compression

Pruning, Quantization, or Knowledge Distillation: Choosing the Right Compression Technique for Edge AI

Choosing the right AI model compression technique for edge devices—pruning, quantization, or knowledge distillation—depends on specific project constraints like hardware capabilities, accuracy tolerance, and retraining feasibility, with combinations often yielding optimal results.