Compression

8 concepts, 8 reviewed and merged.

Evaluation

Compression-Quality TradeoffEvery compression method has a point past which quality falls off a cliff rather than degrading gently, and the point…verified

Foundations

Lottery Ticket HypothesisInside a randomly initialised network there may already be a small subnetwork that, trained alone from those same…verified

Inference

Post-Training QuantizationTake a trained model and store its weights in fewer bits without retraining anything.verified

Methods

Optimization

Quantization-Aware TrainingRather than quantise a finished model and hope, train with the rounding in the loop so the model learns weights that…verified