Comment by literoldolphin
3 days ago
Why is anyone even using video cards these days? You may as well be burning cash.
This is the perfect candidate for just splattering it on your nvme and then reading it off there and into memory. All of these run perfectly fine on simple m4 silicone:
https://github.com/drumih/turbo-fieldfare
Those are all for MoE models. And I prefer measuring my tokens in t/s instead of s/t
Lol, "burn money on apple hardware instead!"
And yet it's also a laptop you can basically take anywhere unlike a giant video card with 1000 watt power supply requirements.
Nvidia and AMD both have their own unified memory laptop SOCs, now. Apple Silicon's GPU is relatively weak, it's one of the less-efficient ways to use 100w for compute.
Even the fastest Apple Silicon chips like the M5 Max and the M3 Ultra still put up worse GPU compute performance than last-gen laptop RTX 4080 chips. And they don't scale, the largest M3 Ultra cluster you can configure is still ~2,000x smaller than a DGX SuperPOD. There's a reason Apple discontinued their rackmount hardware, there's very little demand for Apple Silicon in the datacenter.
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