Tensor Parallelism is a bandwidth multiplier btw That’s why stacking Mac Studios / DGX Sparks / GPUs increases tokens/second (The rate at which the bandwidth is multiplied is what differentiates Unified Memory from VRAM as well)
Tensor Parallelism multiplies bandwidth for faster tokens in stacked GPUs
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