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Join us on July 11th at the AWS Startup GenAI Loft in San Francisco for an intensive hands-on workshop on advanced model customization using Amazon SageMaker. This technical session will bring together AI practitioners & developers for a deep dive into practical foundation model customization & deployment strategies.
Agenda: Introduction (15 mins)
Welcome & foundation model customization landscape
Industry trends & key objectives
Model Customization Deep-Dive (25 mins)
Fine-tuning techniques: Pre-training, Supervised Fine Tuning, Preference Alignment
Optimization approaches: LoRA, QLoRA
Model distillation & practical implementation
SageMaker Implementation (30 mins)
Training Jobs & HyperPod architecture
MLFlow integration for experiment tracking
Live demos: Domain-specific model customization
Break (5 mins)
Deployment & Applications (20 mins)
Model deployment strategies
Building AI Agents with custom models
Live deployment & agent demos
Q&A & Resources (10 mins)
Documentation deep-dive
Additional learning paths & resources
Location: AWS GenAI Loft, 525 Market Street, Second Floor Courtyard Entrance, San Francisco
Important Notes:
Valid government-issued ID required for entry
Enter via courtyard entrance (by circular water fountain)
Accessible entry available through main reception
Limited seats available. Register now to secure your spot in this technical workshop focused on practical implementation of custom GenAI models.
This workshop complies with AWS Community Code of Conduct & AWS Event Terms & Conditions.
For accessibility accommodations, please contact building staff at the reception desk.
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