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The system, called aegaeon, was beta tested in alibaba cloud's model marketplace for more than three months, where it reduced the number of nvidia h20 gpus required to serve dozens of models of up. That’s obviously untenable given the cost of gpus and, for alibaba, the difficulty of acquiring kit from nvidia and amd due to us sanctions. Alibaba introduces aegaeon, a computing pooling system reducing nvidia gpu reliance by 82%.

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Instead of assigning one model to one gpu, aegaeon pools computing resources so multiple large language models can share the same gpu at once.