'A virtual DPU within a GPU': Could clever hardware hack be behind DeepSeek's groundbreaking AI efficiency?
But exactly how DeepSeek's developers managed this feat is likely down to a clever hack. A virtual DPU on the GPU itself.
The Next Platform1d
How Did DeepSeek Train Its AI Model On A Lot Less – And Crippled – Hardware?
Maybe they should have called it DeepFake, or DeepState, or better still Deep Selloff. Or maybe the other obvious deep thing ...
Is DeepSeek really sending data to China? Let’s decode
The allegations are significant from a security standpoint, but the fact is that DeepSeek can only store data on Chinese ...
The Current And Future Path To AI Inference Data Center Optimization
While training has been the focus, inference is where AI's value is realized. Training clusters need large amounts of power.
tom's Hardware on MSN3mon
First in-depth look at Elon Musk's 100,000 GPU AI cluster — xAI Colossus reveals its secrets
There are over 1,500 GPU racks within the Colossus cluster, or close to 200 arrays of racks. According to Nvidia CEO Jensen ...
DeepSeek Unlocks Golden Opportunity For IT Infrastructure Providers
DeepSeek removes cost barriers to AI training, opening the door to much broader adoption and competition in the IT ...
Pipeshift cuts GPU usage for AI inferences 75% with modular interface engine
Pipeshift has a Lego-like system that allows teams to configure the right inference stack for their AI workloads, without extensive engineering.
DeepSeek's cheaper models and weaker chips call into question trillions in AI infrastructure spending
DeepSeek delivers high-performing, cost-effective models using weaker GPUs, questioning the trillion-dollar spend on US AI ...
Nvidia stock: China's DeepSeek AI model shocks the world. Should you sell?
DeepSeek stunned the tech world with the release of its R1 "reasoning" model, matching or exceeding OpenAI's reasoning model ...
Seeking Alpha on MSN3d
DeepSeek revelation likely adds, not detracts to AI compute boom
DeepSeek was founded in 2023 by the Chinese billionaire and hedge fund creator Liang Wenfeng. He reportedly stockpiled a ...
The Economist23d
Training AI models might not need enormous data centres
Smaller clusters are readily available, however. Each of the 30 clusters Prime Intellect used was a rack of just eight GPUs, with up to 14 of the clusters online at any given time. This resource ...
Digi Times29d
Xiaomi intensifies LLM investment with GPU cluster
Xiaomi is reportedly in the process of constructing a massive GPU cluster to significantly invest in artificial intelligence (AI) large language models (LLMs). According to a source cited by ...