DeepSeek Orders 160,000 Huawei 950DT Chips for Inference Rollouts, Not Training

teortaxesTex · x · 2026-09-06

Analyst Poe Zhao reports DeepSeek ordered at least 160,000 Huawei 950DT chips with no plan to train on them, keeping training on Nvidia. Commenters note 950DT outperforms 950PR for both training and inference, but DeepSeek needs them for rollouts — training is now mostly inference. Context: Meituan's LongCat-2.0 (1T params) was pre-trained from scratch on a 50,000-chip domestic cluster over 35T tokens with zero rollbacks; DeepSeek-V4-Pro (1.6T MoE) completed full post-training on 1,000+ Ascend 910C with 1,500+ interruption-free iterations. China can run frontier-scale training, but efficiency remains the open question.

Related event: DeepSeek reportedly to deploy 160,000 Huawei Ascend 950DT chips at 1GW Inner Mongolia datacenter(15 posts)→

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