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DeepSeek 的复杂性反而为团队带来了优化与泛化的契机。Michael 指出，团队将原本主要用于 DeepSeek 私有环境的技术，转化为可持续、通用化的实现，使其能服务更多基于 MoE 架构的模型。他强调，vLLM 的某些演进正是受 DeepSeek 所推动，并非因为 DeepSeek 模型本身运行更快，而是其开源的一系列先进技术为整个生态带来了提升。

A new wave of immigration enforcement is dividing families inside the U.S. And Trump's top border team plans to keep "full speed ahead." ...