Specter: Fast MoE Inference via Quantization-Enabled Multi-Step Speculative Offloading

Wenfeng Wang, Jiacheng Liu, Xiaofeng Hou +7

Mixture-of-experts (MoE) models often exceed a single accelerator's memory capacity. Offloading experts to host memory creates a severe PCIe I/O bottleneck because data-dependent r…