AWS re:Invent 2022 - How Stable Diffusion was built: Tips & tricks to train large AI models (CMP314)

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Ever wondered how Stable Diffusion—the deep learning, text-to-image model—was trained? Attend this session to hear AWS and Stability AI discuss best practices, obstacles, and key considerations when training large AI models at scale. Stability AI works with AWS to build open artificial intelligence tools and run distributed model training and inference. Discover scalable architectures to efficiently train large language models (LLMs) using Amazon EC2 P4d UltraClusters and PyTorch, and use model and data parallelism to train models across thousands of GPUs. Learn how Stability AI trains and deploys large models in production, and identify guidelines for how to optimize your cost to train.

Learn more about AWS re:Invent at .

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