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Low-Latency LLM Serving

Hard
HardSystem DesignInfrastructureFeature DriftModel Serving

Problem

How would you design a model serving infrastructure capable of hosting a large language model like Gemini with strict sub-100ms latency requirements at Google?

Practicing as: ML Platform Engineer interview at Google

Hi, I'll play your Google interviewer for the ML Platform Engineer role. Candidates describe these interviews as mostly positive and moderately difficult, so expect me to be friendly and conversational. Take your time with the question above and answer like we're in the room.

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Google ML Platform Engineer Interview Questions
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