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Why NVIDIA Bet $12.9 Billion on Hugging Face: The Reality of Open-Weight AI

NVIDIA agreed to acquire Hugging Face for $12.93 billion on September 3, with regulatory reviews and other procedures remaining before the actual transaction closes. Open-weight AI discloses model weights but not necessarily the training data and training code, distinguishing it from open-source AI. A core reason companies review open-weight models is not merely cost reduction, but data control and managing dependency on specific AI operators. Hugging Face serves as an open-model distribution infrastructure utilized by more than 3 million models and 18 million developers, for which NVIDIA proposed a corporate value of $12.93 billion. A key focal point following the acquisition is whether Hugging Face can maintain its existing neutrality and openness without leaning toward specific NVIDIA hardware.

KBR 편집부Published 2026년 9월 5일Updated 2026년 9월 5일
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Why NVIDIA Bet $12.9 Billion on Hugging Face: The Reality of Open-Weight AI

NVIDIA agreed to acquire Hugging Face for $12.93 billion on September 3, with regulatory reviews and other procedures remaining before the actual transaction closes. Open-weight AI discloses model weights but not necessarily the training data and training code, distinguishing it from open-source AI. A core reason companies review open-weight models is not merely cost reduction, but data control and managing dependency on specific AI operators. Hugging Face serves as an open-model distribution infrastructure utilized by more than 3 million models and 18 million developers, for which NVIDIA proposed a corporate value of $12.93 billion. A key focal point following the acquisition is whether Hugging Face can maintain its existing neutrality and openness without leaning toward specific NVIDIA hardware.

Weights Open, Data Closed… Why NVIDIA Staked $12.9 Billion on Hugging Face NVIDIA officially announced on September 3 (local time) that it has agreed to acquire open-model platform Hugging Face for $12.93 billion, which translates to around 18 trillion won.…

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