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Parallelism
Attention, Parallelism, and Collective Communication in MoE Serving
A technical walkthrough of the transformer attention block, the parallelism strategies used to distribute it (DP, TP, CP, PP), mixture-of-experts dispatch and combine, and the collective communication primitives and cost models underneath all of it.
Jul 13, 2026
32 min read
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