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ResearchOctober 14, 2026

How AI Models Scale Beyond a Single GPU Across LLM Workloads

The largest AI models today can have over a trillion parameters, which would take something like two terabytes of memory to store. But the largest GPU on the market holds about 288GB, which is nowhere near enough to store these huge frontier models. So how are we running these…

IBM Technology·YouTube — IBM Technology AI
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Key Takeaways
  • 01.The largest AI models today can have over a trillion parameters, which would take something like two terabytes of memory to store
  • 02.But the largest GPU on the market holds about 288GB, which is nowhere near enough to store these huge frontier models
  • 03.So how are we running these…

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