A custom multi-GPU setup using twelve 64GB CMP 170HX cards provides 768GB of VRAM for less than the cost of a single RTX 6000. The system runs models including Qwen3.8-2.4T and GLM5.3 using vLLM and llama.cpp.
HOW THIS AFFECTS YOU
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builderYou can achieve massive memory capacity for large-parameter models using repurposed hardware.
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founderYou may find significant cost advantages in custom hardware builds over enterprise-grade GPUs for inference.