Nvidia Acquires Hugging Face for $12.93B, Invests $3.5B in MediaTek to Build a Full-Stack AI Ecosystem

$12.93B acquisition of Hugging Face (largest ever)

• Hugging Face hosts 3M+ models, ~500K datasets, 1M+ applications, with a community of 18M+ users and 200K companies
• Jensen Huang: HF will continue as an open platform; developers will not be forced onto Nvidia hardware
• Why: Nvidia gains a direct position in the developer ecosystem (discovery, sharing, fine-tuning, evaluation, deployment) — the software layer above the chips

$3.5B investment in MediaTek

• MediaTek will adopt Nvidia's NVLink Fusion interconnect for custom AI accelerators
• Partnership spans cloud, on-prem AI and automotive computing
• Why: even custom non-Nvidia chips may depend on Nvidia's interconnect/memory/packaging/rack-scale architecture

Bigger picture

• With Equinix and Together AI, building the Inference Exchange — distributed global inference infrastructure (launching Q1 2027)

Watch items

1. Antitrust review: owning both critical AI compute infrastructure and the most important model marketplace
2. Hugging Face hardware neutrality as hyperscalers build custom silicon
3. The migration from training-led to distributed inference infrastructure

Source: TechStartups (via Financial Times) / Tom's Hardware / Nvidia