AI Model Compression Techniques: From Neural Networks to Efficient AI
AI model compression reduces the storage, memory traffic, or computation needed to run a trained model. This guide covers pruning, quantization, knowledge distillation, low-rank factorization, sparse attention and adaptive computation, with worked examples.