CoCoServe dynamically replicates and migrates individual LLM modules across GPUs, claiming up to 46% cost reduction and 1.16x-4x throughput gains over HFT and vLLM.
Xing, Hao Zhang, Joseph E
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Unlock the Potential of Fine-grained LLM Serving via Dynamic Module Scaling
CoCoServe dynamically replicates and migrates individual LLM modules across GPUs, claiming up to 46% cost reduction and 1.16x-4x throughput gains over HFT and vLLM.