Speculators and vLLM now support P-EAGLE, DFlash, and DSpark — three parallel drafting algorithms that move beyond sequential token generation to deliver faster, simpler, and more scalable speculative decoding for LLM serving.
Parallel All the Way Down: Beyond Single-Token Generation with Speculative Decoding
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July 28, 2026
person
Alexandre Marques, Megan Flynn, Helen Zhao, Krishna Teja Chitty Venkata, Chibueze Ukachi (Red Hat AI)
domain
vllm