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Free Lesson
Open-source AI in Production w/ Nvidia
Part of The AI Builders Summit
60 min
Aug 21, 2026 12:00 PM
What you'll learn
Move beyond the local prototype
What actually breaks when a laptop demo meets real production load
Choose the right infrastructure
How to pick the GPUs and infrastructure your workload needs instead of over- or under-provisioning.
Build with open models like Nemotron
Where open models fit, and how to put NVIDIA's Nemotron family to work inside real systems.
Support serious workloads in production
What it takes to run AI systems that stay fast and reliable under real user demand.
Why this topic matters
Most AI projects run beautifully on a laptop and buckle the moment they meet real workloads. This session is about what changes when you move from a local prototype to infrastructure that can actually carry serious load: choosing the right GPUs and models, working with open models like NVIDIA's Nemotron, and standing up systems that stay reliable in production.
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