[SF] AWS x NVIDIA Workshop for Model Customization
- WHO IT IS FOR: ML engineers, data scientists, AI leaders, and infrastructure engineers responsible for building and deploying production-grade AI workflows.
- WHAT IT IS ABOUT: A technical deep dive into model customization, fine-tuning open-weight models like Nemotron 3, and optimizing AI performance using AWS and NVIDIA technologies.
- FORMAT: An interactive, hands-on technical workshop designed to provide practical experience in training and deploying customized models.
Transition from AI prototypes to production-ready systems at the AWS x NVIDIA Workshop for Model Customization in San Francisco. As off-the-shelf models often struggle with specific accuracy, latency, and cost requirements, this session teaches you how to fine-tune smaller, high-performance open-weight models to meet your unique domain needs. Learn to bridge the gap between generic chatbots and specialized, secure agents that follow your specific rules and data.
Led by industry experts from AWS and NVIDIA, this hands-on workshop guides you through the entire customization lifecycle. You will learn to decide between prompt engineering and supervised fine-tuning (SFT), execute SFT jobs on Nemotron 3 using Amazon SageMaker AI, and evaluate your results against baseline metrics. By the end of the session, you will have practical experience deploying your fine-tuned model to a SageMaker real-time endpoint and a strategic plan for your own production implementation.