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Between GPU generations, 20 cores\u002F28 threads finish prefill, offload layers and embedding chores with room left over, VNNI accelerates the INT8 stretches, and a 5.6GHz boost trims single-request waits. The real wall sits elsewhere: VRAM decides how large a model this rig can hold.\u003C\u002Fp>\u003Cp style=\"margin:0 0 4px;line-height:1.5;\">&nbsp;&nbsp;With a mid-range card running 7B-class work, the pairing is smooth and balanced. If 70B-class is the target, neither core count nor CPU tier moves the needle — VRAM plus memory bandwidth bind it, and 20 cores or 24 cores will not change that. 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