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Official announcement from Nvidia. These are their claims—they have marketing incentives.

Unlock Massive Token Throughput with GPU Fractioning in NVIDIA Run:ai

As AI workloads scale, achieving high throughput, efficient resource usage, and predictable latency becomes essential.

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Unlock Massive Token Throughput with GPU Fractioning in NVIDIA Run:ai

TLDR

As AI workloads scale, achieving high throughput, efficient resource usage, and predictable latency becomes essential.

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