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Alibaba Cloud completes Day 0 adaptation of Moonshot’s Kimi K3.1 Pro

Alibaba Cloud’s Lingjun Zhenwu M890 supernode has completed Day 0 adaptation of Moonshot AI’s Kimi K3.1 Pro model weights, with full-pipeline validation on the two mainstream open-source inference frameworks vLLM and SGLang. The adaptation means the model can run on Alibaba Cloud’s supernode infrastructure from launch day.

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AI take

Day 0 support on a domestic cloud supernode, validated across both vLLM and SGLang, signals that Chinese model releases are increasingly being engineered alongside domestic compute rather than retrofitted to it. The practical effect lands on developers choosing between cloud providers: launch-day availability on Alibaba's infrastructure shortens the gap between a model's release and deployable inference. Whether this tight coupling becomes the default pattern for Moonshot's releases, and whether rival clouds match the same-day cadence, is the open question worth watching.

Generated by AI for reference only.

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