ByteBrief
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A repurposed Windows 10 PC with a GTX 1080 now hosts llama.cpp on Proxmox, running Gemma 4 E4B at over 35 tokens per second. The setup uses patched 580.173.02 drivers and supports vision, audio, and RAG tasks across productivity containers.
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