Deploy a model in Studio

To deploy JumpStart foundation models, navigate to a model detail card in the Studio UI. For more information on how to open JumpStart in Studio, see Open JumpStart in Studio. After navigating to the model detail page of your choice, choose Deploy in the upper right corner of the Studio UI. Then, follow the steps in Deploy models with SageMaker Studio.

Amazon SageMaker JumpStart also offers optimized deployments, which provide pre-defined deployment configurations designed for specific use cases such as content generation, summarization, or chat-style interactions. When deploying a supported model, you can select your target use case and choose a constraint optimization — Cost optimized, Throughput optimized, Latency optimized, or Balanced — and Amazon SageMaker JumpStart automatically configures the endpoint for that scenario. This gives you visibility into key performance metrics like P50 latency, time-to-first-token (TTFT), and throughput, while ensuring the deployment is tuned for your workload. To get started, open a supported model's detail page in Studio, choose Deploy, and use the Performance panel to configure your optimized deployment.