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MarkTechPost - 2026-06-27

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1. DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1

Author: Asif Razzaq
Published: 6/27/2026, 4:59:58 PM
Categories: Agentic AI, AI Infrastructure, AI Paper Summary, AI Shorts, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, New Releases, Open Source, Software Engineering, Staff, Tech News, Technology

DeepSeek open-sourced DSpark, a speculative decoding framework that attaches a draft module to existing DeepSeek-V4 weights. It pairs a parallel draft backbone with a lightweight Markov head to cut suffix decay, then adds confidence-scheduled verification that tailors how many tokens get checked to ...

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