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How we deploy Trillion-parameter frontier models on Cerebras

Quality: 9/10 Relevance: 9/10

Summary

Cerebras details how it deploys trillion-parameter frontier models across wafer-scale WSE-3T chips, including memory management, multi-wafer mapping, and handling high concurrency with RDMA interconnects. The post uses the Kimi K3 model (~3T parameters) to illustrate layer sizing, wafer counts (59), and pipelined execution to achieve high tokens-per-second.

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