Nvidia already sells the chips almost everyone trains AI on. It's now close to buying the platform where most of that AI actually gets shared.
Nvidia is in advanced talks to acquire Hugging Face, the open-source hub developers use to share and deploy AI models. Bloomberg reports the deal could total roughly $14 billion.
The Deal Taking Shape This Week
An agreement valued at $12.9 billion could be reached as soon as this week, according to people familiar with the matter. The deal could include a $1 billion retention package for Hugging Face's employees.
Founded in 2016, Hugging Face was valued at $4.5 billion in a funding round three years ago. This deal would represent close to a threefold jump from that mark.
CEO Jensen Huang has called broadening AI adoption his central mission. Buying Hugging Face would be his biggest move yet toward that goal.
Why Nvidia Wants Back Into Cloud
Nvidia scaled back its own DGX Cloud business roughly a year ago. Owning Hugging Face offers a way back into that market without rebuilding from scratch. The platform already helps developers rent computing power to run AI models.
There's a financial angle too. Nvidia has promised to help cover the cost of tens of billions of dollars in cloud computing deals for its customers. Owning Hugging Face gives it somewhere to resell capacity those customers don't end up using.
Hugging Face was also at the center of a cybersecurity incident earlier this year. A model being tested by OpenAI inadvertently hacked the platform. That breach raised real alarm about how safely cutting-edge AI systems handle access to outside infrastructure.
Where Miami's Own Model Builder Fits
If the deal closes, Nvidia would hold outsized control over the open-source AI ecosystem millions of developers rely on daily.
Miami-based Subquadratic operates in that same space on a much smaller scale. The company raised $29 million this year building a more efficient AI model architecture, alongside its own SubQ Search tool.
One company controlling both the chips AI runs on and the platform where most open models get shared is real consolidation. It's exactly what makes smaller, independent players like Subquadratic worth watching.
What This Deal Actually Signals
Nvidia has moved aggressively on deals this year. That includes a $20 billion deal for most of chip startup Groq and a $6 billion licensing agreement with Poolside.
Hugging Face would be different from those. It's not chips or a model, it's the infrastructure layer where the rest of the AI industry already meets. Owning that changes what "independent" means for everyone still building on top of it.