# How AI Models Scale Beyond a Single GPU Across LLM Workloads

**Published:** October 14, 2026
**Author:** IBM Technology
**Source:** YouTube — IBM Technology AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/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…

> From the original source: **YouTube — IBM Technology AI**
> [Read full article at YouTube — IBM Technology AI](https://www.youtube.com/watch?v=qZBibWYcKH4)

**Tags:** #GPU & Суперкомпьютеры #YouTube

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