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RamboRogers | 11 months ago

Memory speed is way slower than mac studio, be interested to see benchmarks.

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bitsandboots|11 months ago

Benchmarks of what? Memory speed matters for some things but not others. It matters a lot for AI training, but less for AI inference. It matters a lot for games too, but nobody would play a game on this or a mac.

buildbot|11 months ago

AI inference is actually typically bandwidth limited compared to training, which can re-use the weights for all tokens <sequence length> * <batch size>. Inference, specifically decoding, requires you to read all of the weights for each new token, so the flops per byte are much lower during inference!