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Memory bandwidth regulation can be effectively managed by a non-dedicated master core, leading to substantial performance improvements in multi-core systems.
Splitting attention and feedforward networks onto separate GPUs can unlock 4x higher MoE LLM throughput, but only if you carefully tune the GPU partitioning strategy based on the workload.
