A Hamiltonian-Inspired Local-Operator Ansatz for Slimming Large Language Models

Ying Lu, Peng-Fei Zhou, Qi-Xuan Fang +3

Dense linear maps carry much of the parameter and computational burden of modern neural networks, yet their dense form leaves the organization of learned couplings implicit. Quantu…