Contextual Compression Encoding for Large Language Models: A Novel Framework for Multi-Layered Parameter Space Pruning

Barnaby Schmitt, Alistair Grosvenor, Matthias Cunningham +3

Context-aware compression techniques have gained increasing attention as model sizes continue to grow, introducing computational bottlenecks that hinder efficient deployment. A str…