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Model Compression: Quantization and Pruning Explained
Quantization, pruning and distillation all promise smaller models. On a real sentence encoder and 3,080 banking queries, int8 weights cut the file by a third at no accuracy cost, quantizing activations too ran 125 times slower on this CPU, and pruning half the weights without retraining cost seven points.
MLOps Engineer Salary in India 2026: Why ML Plus Infrastructure Pays
MLOps sits where machine learning meets infrastructure, and real 2025 survey data suggests that is exactly where pay rises. ML people who also run containers and Kubernetes were paid well above same-experience peers, and so were infrastructure-skilled developers in India.