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When LLMs outgrow the chip: Huawei’s P/D separation redefines design choices

At Huawei Connect 2025, Huawei rolled out its Ascend 950, 960, and 970 AI chips with a three-year roadmap, headlined by the Ascend 950’s new “P/D separation” design. The architecture splits large language model (LLM) inference into distinct tasks, making it the standout highlight of the launch.

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