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DeepSeek V4 on Huawei Ascend: Open Weights, MoE at Trillion Scale, and the Self-Hosting Path

DeepSeek V4 on Huawei Ascend: Open Weights, MoE at Trillion Scale, and the Self-Hosting Path

DeepSeek V4 ships under MIT license in two MoE sizes (1.6T Pro and 284B Flash) with 1M-token context. Huawei's Ascend 950 SuperNode handles inference. Here is what readers can do with it — and what comes next.
Insightful AI Desk 13 May 2026

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