DeepSeek's DSpark Brings Speculative Decoding Back Into the Spotlight — Here's What Developers Need to Know

Introduction Speculative decoding is one of those techniques that has been "almost ready for production" for the better part of three years. A small draft model proposes tokens; a larger target model verifies them in a single forward pass. In theory, you get 2–4× throughput. In practice, the draft m