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Why Your Ollama LLMs Are Running Painfully Slow on K3s

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Dev.to | Oct 18, 2026 | Zidane

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You have an expensive NVIDIA GPU seated right inside your server hardware! Create a production deployment file named ollama-gpu-deployment. yaml: nvidia. com/gpu: "1" # Requests 1 Physical GPU nvidia. com/gpu: "1" # Caps GPU usage to 1 Let's verify that Ollama is actively using GPU hardware acceleration instead of CPU rendering. 1. Fix: The model parameter size exceeds your GPU VRAM capacity.

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