FMOps/LLMOps: Generative AI from idea to production on AWS
Most customers are considering how generative AI (GenAI) could transform their business. After the development of the initial pilot use cases, the main question on how to operationalise GenAI applications arises. This leads to the domain of foundation model operations (FMOps). In this session, we will show how to implement the end-to-end lifecycle of Large Language Models (LLMs) leveraging AWS GenAI capabilities. Booking.com, a leading online travel agency, trains and serves their in-house LLMs with Amazon SageMaker. Explore how Booking.com implements FMOps on AWS to generate 2.7 million property description summaries for over 100 million mobile app users.
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