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You're using the wrong CPU.

Consumer AMD 7950X supports AVX-512, it's faster than M2 Ultra at half the cost.



I didn't see benchmarks that suggest the 7950X is faster than M2 Ultra. I only saw performance numbers for 7995WX which has 6x the cores and 6x the cache.

Either way, I think these comparisons are moot since an M2 Ultra comes with 2x M2 Max GPUs and an NPU and up to 192GB of unified memory running at 800GB/s. In other words, you wouldn't want to run your LLM on the CPU if you have an M2 Ultra.

The point of OP is to increase LLM performance when you don't have a capable GPU.




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