Hosting Multiple LLMs on a Single Endpoint

Utilize SageMaker Inference Components to Host Flan & Falcon in a Cost & Performance Efficient Manner

Ram Vegiraju
Towards Data Science
10 min readJan 11, 2024

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Image from Unsplash by Michael Dziedzic

The past year has witnessed an explosion in the Large Language Model (LLM) space with a number of new models paired with various technologies and tools to help train, host, and evaluate these models. Specifically…

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