传DeepSeek V5明年有望基于华为升腾950芯片完成训练

有媒体从产业链知情人士处获悉，DeepSeek下一代大模型DeepSeek V5计划采用华为昇腾950芯片作为核心训练算力，项目节奏指向2027年落地。据悉，目前DeepSeek方面与华为昇腾的核心研发对接团队常驻杭州，双方已在V4阶段完成大量底层算子适配及定制化开发，为后续模型训练迁移和算力协同打下基础。

从合作路径来看，此前DeepSeek上一代模型中，华为昇腾算力主要承担推理任务，尚未进入模型训练环节。而此次V5计划将昇腾950引入核心训练体系，意味着双方合作有望从推理端进一步延伸至训练端。相较于推理任务，大模型训练对芯片算力、通信互联、软件生态及集群稳定性均提出更高要求。

业内认为，若DeepSeek V5最终实现基于昇腾950的原生训练，不仅有望进一步验证国产AI芯片在大规模模型训练场景中的性能与适配能力，也可能为国产算力产业链带来新的商业化机会。不过，相关合作目前仍属媒体援引产业链人士的消息，具体技术方案及落地进度尚待官方进一步确认。

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Media sources have learned from those who know about the industry chain that the next generation of DeepSeek, LLM DeepSeek, plans to use China ' s 950 chip as a core training calculator, with the pace of the project pointing to its landing in 2027. It is known that the DeepSeek side is currently based in Hangzhou with China ' s busy core R & D team, and that the two sides have completed a large number of bottom calculator adaptation and customization development in phase V4 to lay the foundation for subsequent model training for migration and computational synergies.

In terms of the cooperative path, previously, in the last generation of DeepSeek models, China had mainly been assigned the task of reasoning and had not yet entered the model training phase. This V5 plan to introduce 950 into the core training system means that cooperation between the parties is expected to extend further from the reasoning to the training end. LLM training places higher demands on chip computing, communication interconnection, software ecology and cluster stability than on reasoning missions.

The industry believes that if DeepSeek V5 finally achieves a 950-based primary training, it is expected not only to further validate the performance and adaptability of the national AI chip in large-scale model training scenarios, but also to create new commercialization opportunities for the industrial chain of national production. However, the cooperation is still the subject of media references to people in the industrial chain, and the progress of specific technical programmes and landings is yet to be further officially confirmed.

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