Hardware-Native Joint Sparse-Quantization for Trillion-Scale Mixture-of-Experts.

arXiv:2610.02241v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) architectures allow frontier language models to scale to trillions of parameters, but their deployment is constrained by massive memory footprints and memory-bandwidth limitations. Alth