How 8 GPUs Became 16: Rethinking LLM Inference Through Parallelism, Memory, and Runtime Design
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Purnima Kumari
DigitalOCean
Sr. Solutions Architect II
Scaling web apps once meant serving kilobytes of HTML. Today, inference engineers orchestrate terabytes of model weights and gigabytes of KV cache to deploy high-throughput generative AI.
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