Learning Structured Sparsity for Large Models: Bridging Model Compressibility and Efficient Inference.

arXiv:2610.31897v1 Announce Type: cross Abstract: Scaling laws continue to reward increases in model scale, while the resulting computational and memory demands drive greater reliance on cloud infrastructure for inference. Yet unreliable network connectivity,