AWS AI and Data Conference 2025 – Knowledge Distillation: Build Smaller, Faster AI Models

Knowledge distillation transfers capabilities from large language models to smaller, faster models while maintaining performance. Organizations can achieve dramatic improvements in throughput and cost efficiency. Learn how to implement distillation using Amazon Bedrock or to build a custom solution on Amazon SageMaker. Julien Simon will showcase how Arcee AI uses distillation to develop industry-leading small language models (SLMs) based on open architectures. He will also introduce the open-source DistillKit library and demonstrate several newly distilled SLMs from Arcee AI. Speakers: Laurens van der Maas, Machine Learning Engineer, AWS Aleksandra Dokic, Senior Data Scientist, AWS Jean Launay Orlanda, Engagement Manager, AWS Learn more about AWS events: https://go.aws/events Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #AWSEvents