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How to Run SOTA LLMs Locally: GPUs, PCIe, and Practical Setup
deep tech Jul 03, 2026 7 min read

How to Run SOTA LLMs Locally: GPUs, PCIe, and Practical Setup

Running SOTA LLMs locally is a systems problem, not just a model download. VRAM and quantization must fit, and multi-GPU speed depends on PCIe topology, P2P routing, and NCCL stability.

by ahsan
#llm inference #local llms #multi-gpu #nvidia nccl #pcie

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