Thursday, November 7, 2024

Feeding the starvation for Nvidia GPU entry is huge enterprise

Feeding the widespread starvation for entry to Nvidia GPUs, which was the high gossip of Silicon Valley final summer time, has change into huge enterprise throughout the AI business.

For one factor, it has minted new unicorns: Right this moment Lambda, a GPU cloud firm powered by Nvidia GPUs introduced it has raised a recent $320 million at a $1.5 billion valuation. In a press launch, the corporate stated it’ll use the brand new fairness financing to broaden its AI cloud enterprise.

The information comes only a day after The Info reported that Salesforce has invested in Collectively AI at greater than a $1 billion valuation. And in December 2023, GPU cloud firm CoreWeave boasted a jaw-dropping $7 billion valuation after a minority funding of $642 million led by Constancy Administration and Analysis Co.

Nvidia inventory has tripled, AI startups determined for GPU entry

It’s precisely one 12 months since VentureBeat reported that many consultants see the 30-year-old Nvidia — which enjoys greater than 80% of the marketplace for high-end AI chips — as the largest potential winner within the red-hot generative AI house. Since then, the corporate’s inventory has greater than tripled and yesterday studies stated Nvidia has surpassed Amazon and Alphabet in market capitalization.

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AI startups have change into so determined for entry to Nvidia’s  hard-to-come-by, ultra-expensive, high-performance computing H100 GPU for giant language mannequin (LLM) coaching that investor and former GitHub CEO Nat Friedman introduced yesterday that his crew had even created a Craigslist for GPU clusters that provides listings like “32 H100s out there from 02/14/2024 to 03/31/2024.”

As well as, Forbes reported yesterday that Friedman and his investing companion Daniel Gross had constructed their very own supercomputer — now working the Andromeda Cluster, which is “a number of computing stockpiles totaling greater than 4,000 GPUs, which they make out there to be used by firms of their portfolio for a price beneath market value.”

Friedman instructed Forbes that he had change into a full-time laptop chip dealer for upstart AI firms. “There have been weeks the place I spent most of my time discovering GPUs for folks,” he stated. “Asking founders what they wanted assist with, that was downside primary.”

Sam Altman says we should reshape the AI chip panorama, however Databricks disagrees

The most recent funding for firms providing entry to Nvidia GPUs comes within the wake of final week’s Wall Avenue Journal report that OpenAI CEO Sam Altman needs to take care of the demand by reshaping the world of AI chips — with a mission that might price trillions and has a complicated geopolitical backdrop.

However not everyone seems to be on board: Databricks CEO Ali Ghodsi, for instance, threw water this week on the whole GPU starvation video games. He instructed The Info that he predicts a serious drop in AI chip costs and a supply-demand rebalance over the following 12 months.

Simply as considerations about web bandwidth evaporated within the 2000s, “the identical factor will occur with GPUs,” he stated in a convention name with The Info subscribers.

The query is, will it are available in time to maintain AI startups from GPU-starvation?

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