TechCrunch News 03月30日 00:02
CoreWeave co-founder explains how a closet of crypto-mining GPUs led to a $1.5B IPO
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CoreWeave的首次公开募股(IPO)以低于预期的价格发行,但仍成为迄今为止最大的AI相关上市,融资15亿美元,估值140亿美元。公司由对冲基金出身的创始人创立,最初涉足加密货币挖矿,积累了大量的GPU资源。通过与EleutherAI的合作,CoreWeave进入了AI训练领域,并迅速获得了Stability AI、OpenAI和微软等客户。尽管负债76亿美元,但CoreWeave凭借其强大的GPU基础设施和与客户的长期合同,仍然备受关注。

💡CoreWeave的成立源于创始人对加密货币挖矿的兴趣,他们在曼哈顿办公室的桌球台上开始挖矿,随后扩展到其祖父在新泽西州的仓库,最终拥有了50,000个Nvidia消费级GPU。

🚀CoreWeave通过与EleutherAI的合作,进入AI训练领域,并获得了Stability AI、OpenAI和微软等客户。这种合作关系为CoreWeave带来了商业机会,并使其成为AI领域的重要参与者。

💰尽管CoreWeave负债76亿美元,但公司与客户签订了长期合同,收入达到19亿美元,并且拥有25万个GPU,其中包括Nvidia的Blackwell芯片,这为其未来的发展提供了坚实的基础。

CoreWeave began trading on Friday with more of a shrug than a war cry. The company priced at $40 on Thursday, below the $47- $50 price range announced. It also trimmed the number of shares offered.

All told, CoreWeave raised $1.5 billion and nabbed a $14 billion market cap on Day 1, instead of a hoped-for $3 billion+ raise and a much higher valuation. Shares also opened at $39 (ouch!), and closed at $40. A lukewarm reception.

Still, the company’s IPO lands as the largest AI-related listing to date, and the biggest U.S. tech IPO since the heady days of 2021. 

Sitting in an ordinary white hoodie in a bland conference room, and talking with a detectable Jersey accent, Chief Strategy Officer Brian Venturo told TechCrunch that he feels very lucky.

That’s because it all started when he and his hedge fund friends had some extra time on their hands after their last venture together went south.

He had been working as portfolio manager for the energy industry hedge fund, Hudson Ridge, founded by CoreWeave cofounder and CEO Michael Intrator. They had built an ML model to help them pick investments in the data-heavy energy industry. There they met their cofounder, Brannin McBee, who ran the data firm they used.

But after the U.S. veered into its fracking boom era, they closed Hudson Ridge, leaving “a lot of time on our hands,” Venturo says.

Next up: crypto. The wanted to get in, but first “wanted to understand from the commodity side, how is this made,” Venturo said. “So we started doing mining on the pool table in our Manhattan office.”

Like eating potato chips, one GPU turned into 10. Ten turned into 1,000. The rigs moved from pool table to closet.

“Next thing we knew, we were in the most cliche place possible. We were in my grandfather’s garage in New Jersey,” he joked. Then their friends in finance wanted in so they bought more.

“We were the largest Ethereum miner in the world for like two and a half years,” he says. “At one point, we had 50,000 Nvidia consumer GPUs.” 

These were chips meant for playing video games on consumer PCs, not running 24/7 in “a warehouse with no air conditioning or no ventilation,” he said. So the cofounders built “crazy automation and health checking [systems] to run these low grade GPUs in the harshest environments.”

The team knew they wanted to use their GPU empire for other things, like maybe AI training. But they also needed to learn how. 

So they connected with EleutherAI, an open source group working on an LLM. CoreWeave offered access to their GPUs in exchange for help learning about AI training and announced a partnership in 2022.   

“We thought we were just going to learn how the infrastructure worked,” Venturo says. But EleutherAI was working with hundreds of people building AI startups and “it was this total springboard moment for us.”

The good will from working with EleutherAI led these startups to become paid customers. It was “total luck started the training business,” Venturo said.

Stability AI got wind of CoreWeave through EleutherAI, and became a customer. The founders needed more capital to build better infrastructure.

They went to dinner with Magnetar investors and “I was literally pounding on the dinner table,” convincing them of the future of AI, Venturo said. Magnetar wrote them what he said was a $100 million check. 

OpenAI learned of CoreWeave through its work with the open source community. And Microsoft learned of the company through OpenAI. Microsoft became its biggest customer because it was OpenAI’s biggest investor and sole cloud provider at the time. 

That’s no longer the case. And OpenAI recently signed a $12 billion deal of its own with CoreWeave, bumping Microsoft from being its biggest customer. 

Today CoreWeave has 32 data centers and 250,000 GPUs, including Nvidia’s difficult to obtain Blackwell chips, which supports AI reasoning, the company says.

Venturo acknowledges that much has been made about CoreWeave’s jaw-dropping $7.6 billion in debt, much of it due to be repaid in two years, FT reports. Against CoreWeave’s $1.9 billion in revenues (even with, it says, $15 billion under contract), the debt is a big reason why investors have been cautious.

However, Venturo insisted that CoreWeave has structured each customer deal to cover the debt used to buy the GPUs needed. More than that, though, he realizes that three hedge fund guys turned crypto miners who are now running an influential AI training infrastructure have been on a wild ride

“There’s so many pieces of luck along the way, it’s crazy,” he said.

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