GeeCoolGuest
GeeCoolWhat remains is the work nobody else will take. While the GPU generates tokens, these 24 cores/32 threads own prompt prefill, offload the layers that will not fit on the card, and chunk documents into embeddings — VNNI keeps those INT8 stretches running without GPU help, and 5.6GHz boost clears the front-end with room to spare.
Buying the F makes sense for exactly that reason: the AI muscle lives on a discrete card, so losing the iGPU costs nothing and hands its price back to the inference budget. The real trap is a lopsided build — a GPU that can barely manage 7B makes VRAM and bandwidth the wall, and neither 36MB L3 nor 24 cores will buy it back.