Why it matters

BentoML simplifies packaging + serving. Understanding shapes options.

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The architecture

Bento: bundle of model + deps + code.

Runner: async workers.

API server.

BentoML stackBento bundlemodel + depsRunnersasync workersAPI serverREST + gRPCOpenLLM library specializes for LLM; supports vLLM + TGI as runners
BentoML.
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How it works end to end

Bento build: reproducible bundle.

OpenLLM: LLM-specialized.

Deploy: Docker, K8s, cloud.