DeepSeek — Field Evidence

Less Experts, Faster Decoding: Cost-Aware Speculative Decoding for Mixture-of-Experts — Sparse Mixture-of-Experts (MoE) models have become an important approach for scaling Large Language Models (LLMs), but their inference efficiency depends strongly on expert activation patterns