Preprint Open access
NeuralZip: Reusable Setup for Fast Lossless Compression
Lossless compression can reduce the storage and movement of model weights without changing their floating-point values, but repeated statistical analysis and code construction add computational overhead. We study whether the statistical structure of exponents can be prepared once and reused. For this, we introduce Neur …