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AI TRENDS | DeepSeek-V4 Online Service Reports 85% Faster Generation Under Real Traffic

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2026-06-28 01:53:56
A DSpark paper signed by Liang Wenfeng and released in June 2026 said DeepSeek-V4’s online service saw an 85% increase in generation speed under real-world traffic.

According to PANews, the paper said the improvement was not solely due to hardware upgrades, but was achieved by using confidence-based scheduling to reduce compute waste from ineffective verification.

The report described large-model competition as shifting from a focus on parameter scale toward system-level engineering centered on inference efficiency and computing cost.
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