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Learn how Amazon SageMaker HyperPod's new governance capabilities optimize GPU resource allocation for foundation model development in this 18-minute AWS re:Invent 2024 conference talk. Discover solutions for managing competing demands across organizational teams for accelerated compute resources when training new models, fine-tuning with custom data, and running inference at scale. Explore how to dynamically allocate shared compute resources to prioritize critical foundation model development projects while preventing cost overruns from underutilized resources. Gain insights into implementing effective task governance that ensures timely project completion within budget constraints, even with finite GPU availability.
