Easily deploy and manage hundreds of LoRA adapters with SageMaker efficient multi-adapter inference

Dmitry Soldatkin

The new efficient multi-adapter inference feature of Amazon SageMaker unlocks exciting possibilities for customers using fine-tuned models. This capability integrates with SageMaker inference components to allow you to deploy and manage hundreds of fine-tuned Low-Rank Adaptation (LoRA) adapters through SageMaker APIs. In this post, we show how to use the new efficient multi-adapter inference feature in SageMaker.

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Easily deploy and manage hundreds of LoRA adapters with SageMaker efficient multi-adapter inference

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