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New to LLM serving: how to share H200 VRAM across multiple models on Kubernetes?

Hi all, I’m new to serving LLMs and recently got access to an H200 rig. I’d like to get the most out of its VRAM, but I’m not sure of the right approach. Setup: GPUs: 8 × H200 (141 GB VRAM each) Kubernetes installed on the machine Goal: serve multiple LLMs plus some other AI models (e.g. [embedding…

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  1. 2026-10-09 08:04 · r/LocalLLM
    New to LLM serving: how to share H200 VRAM across multiple models on Kubernetes?

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