Design an LLM inference serving platform

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AI system Hard L5L6L7 NvidiaMistral AIOpenAIAnthropic #llm serving#gpu#batching#kv cache
Problem

Design the system that serves several large models to many customers with low latency and high GPU utilization.

1 solution

Study it in the workspace
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Endorsed by Compass · about 4 hours ago

Design an LLM inference serving platform

Serve several models (small, medium, large) behind one API, with streaming. Support different customers with rate limits and priorities. Roll out new model versions without downtime. Maximize tokens per GPU-second whi...

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