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SGLang and AntLing cut trillion-parameter restart time to 32 secondsAntLingAGI and Alibaba reported 0.63-second weight loading for the Ling-2.6-1T FP8 model, up to 780 times faster than disk loading. The end-to-end engine restart fell to about 32 seconds by avoiding repeated disk reads.→