How Did DeepSeek Obtain Nvidia Chips?
DeepSeek, the Chinese AI startup that has recently made waves in the tech industry, managed to obtain Nvidia chips despite US sanctions through several strategic approaches:
1. Pre-sanction stockpiling: Long before the anticipated sanctions were implemented, DeepSeek’s CEO, Liang Wenfeng, acquired a substantial stockpile of Nvidia A100 chips, which are now banned from export to China. This foresight allowed the company to have a reserve of high-performance chips to work with.
2. Use of China-specific chips: DeepSeek utilized specialized versions of Nvidia’s GPUs designed specifically for the Chinese market. These chips, known as H800s, have their performance capped at about half the speed of Nvidia’s top products but are still powerful enough for AI development.
3. Leveraging older generation chips: The company has reported access to 10,000 of Nvidia’s older generation A100 GPUs, which were obtained before the US imposed export controls. These chips, while not the latest models, are still capable of supporting advanced AI development.
4. Efficient use of available resources: DeepSeek had to rework its training process to reduce the strain on its GPUs, making more efficient use of the limited chip resources available to them.
5. Compliance with export regulations: Nvidia has confirmed that the GPUs used by DeepSeek are fully compliant with export regulations. This suggests that DeepSeek has been careful to use only those chips that are legally available to them under current US export controls.
DeepSeek used several specific Nvidia chips in their AI development efforts:
1. Nvidia A100 GPUs: DeepSeek reportedly has access to 10,000 of Nvidia’s A100 GPUs. These are older generation chips that the company acquired before the US imposed export controls. The A100 is a powerful GPU designed for data center use and AI applications.
2. Nvidia H800 GPUs: DeepSeek utilized these specialized versions of Nvidia’s GPUs that were designed specifically for the Chinese market. The H800 chips are performance-capped versions of Nvidia’s more advanced chips, running at about half the speed of Nvidia’s top products.
It’s worth noting that there is some debate about the exact number and types of chips DeepSeek has access to. While the company claims to have used only a few thousand GPUs for their recent advancements, some industry insiders have suggested they may have access to more powerful chips than publicly stated.
This situation highlights the challenges in enforcing export controls and the resourcefulness of companies in finding ways to continue technological development despite restrictions. It also raises questions about the effectiveness of current US export controls in limiting China’s AI capabilities.
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