Your boss tells you to build some generative AI. Dell and Nvidia are already knocking
Nvidia also plans to exploit its AI enterprise software, frameworks, and developer tools – including NeMo and pretrained foundation models– to build secure generative AI chatbots. Dell's PowerScale and ECS Enterprise Object Storage systems for unstructured data can be used with the PowerEdge rack servers, it said.
"All of this allows us to put together really a complete solution for generative AI that can be run on-prem, that is fully validated with the hardware and software, that is secure [and] private," according to Das.Running the training and inference workloads within a company's own datacenter is key to keeping critical corporate data from ending up in the public domain and possiblyprivacy and security regulations, according to Huang.
"They have to do it on-prem because that's where their data is, and they have to do it close to the edge because that's closest to the speed of light," Huang said."You want it to respond instantaneously. You also want it to be at the edge, because in the future, you want to have information from multiple modalities.
"The more contextual information we get, the better … inference that we can make. The ability to make those decisions as close to the edge as possible, where the action is, where all the data is, and where the responsiveness can be as high as possible, is really essential." For Nvidia, which a decade or so ago put a bet on AI being a future growth engine, Project Helix further helps cement its position as a key enabler of machine learning for corporations and HPC organizations.
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