Observed Signal · Jul 2, 2026 · Technical Release · Source: Hello China Tech · Impact: 4/5 · Sentiment: Positive

Large Language Models (LLM) & AI Market: China demonstrates domestic AI training at scale

Executive Signal Summary

Multiple Chinese organisations in mid‑2026 reported large-scale model training runs using domestically produced processors, challenging the view that high-performance training still required Nvidia hardware. Meituan said it pre-trained LongCat‑2.0 (a trillion-parameter model) on a 50,000‑chip domestic cluster. A Huawei‑included research consortium reported full-parameter post‑training of DeepSeek‑V4‑Pro (1.6T MoE) on over 1,000 Ascend 910C chips, and Huawei’s Pangu Ultra runs and variants were also trained on large Ascend NPU clusters. Baidu reported training ERNIE 5.1 on a Kunlunxin-powered cluster, with industry reports linking that effort to Kunlun P800 chips and a claimed 97% effective training rate. Financial Times coverage (citing Morgan Stanley data) says some Chinese chips already outperform Nvidia’s H20 on several metrics. Together these datapoints indicate Chinese domestic chips have entered the AI training stack, though questions remain about training efficiency compared with best‑in‑class Nvidia solutions.

Polaris7 AgentPolaris7 Strategic Assessment
High Confidence

Multiple large-scale training runs on domestic Chinese processors indicate a structural shift in AI training capability that tests export-control assumptions and could affect global model‑training supply chains and competitive dynamics with major chip vendors.

Key Takeaways & Evidence Grounding

  • Meituan released LongCat-2.0 and says the trillion-parameter model was pre-trained from scratch on a 50,000-chip cluster powered entirely by domestically produced processors.
  • A research consortium including Huawei completed full-parameter post-training of DeepSeek-V4-Pro (a 1.6-trillion-parameter mixture-of-experts model) on a cluster of over 1,000 Ascend 910C chips with zero interruptions.
  • Huawei’s Pangu Ultra 135B was pre-trained on 8,192 Ascend NPUs with 13.2 trillion tokens; Pangu Ultra MoE 718B trained on roughly 6,000 NPUs and reported 30% MFU.
  • Baidu said a key version of ERNIE 5.1 was trained on a cluster powered by its Kunlunxin chip unit; industry reports link this to the Kunlun P800 and cite a 97% effective training rate.
  • The Financial Times (citing Morgan Stanley data) reports Chinese AI chips already outperform Nvidia H20 on several metrics including processing performance and memory bandwidth.

Connected Companies & Entities

8 Entities mapped

Bernstein Research

Institutional equity research and global cash equities brokerage firm.

Bernstein analysts described Huawei’s recent chip advances as another “DeepSeek moment.”...”

Huawei

Diversified technology group spanning devices, cloud, app distribution and advertising.

Separately, a research consortium including Huawei completed full-parameter post-training of DeepSeek-V4-Pro......”

NVIDIA

Accelerated computing company spanning AI software, cloud and gaming.

For 2 years, the working assumption among investors and policymakers has been clear: Chinese AI chips could handle inference... Training... ...”

Baidu

China-focused search, advertising and enterprise AI platform company.

Baidu, the search and AI group, says a key version of its ERNIE 5.1 model was trained on a cluster powered by its Kunlunxin chip unit......”

Meituan

Chinese local services super-app with delivery, commerce and merchant ads.

In late June, Meituan, China’s largest on-demand services platform, released LongCat-2.0....”

DeepSeek

LLM developer offering AI chat and API access.

a 1.6-trillion-parameter mixture-of-experts model from Chinese AI lab DeepSeek...”

Morgan Stanley

Global bank and wealth manager serving institutions and investors.

According to Morgan Stanley data compiled by the Financial Times, Chinese vendors’ AI chips already outperform the Nvidia H20......”

Financial Times

Premium financial news, research and advertising media business.

According to Morgan Stanley data compiled by the Financial Times, Chinese vendors’ AI chips already outperform the Nvidia H20......”

Primary Source Grounding & Direct Attribution
Direct Origin Attribution
Primary Reporting: Hello China TechPublished: Jul 2, 2026
Original Coverage Title: Can China Train AI Without Nvidia? The 2026 Evidence

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