Pre-training foundation models on Amazon SageMaker | Step 2: Train model | Amazon Web Services
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Опубликовано 24 июля 2024, 15:33
Amazon SageMaker helps you reduce the time and cost of training foundation models (FMs) at scale without managing infrastructure. This video series will provide step-by-step guidance on training FMs from scratch on SageMaker.
After you prepare the dataset, you can start training the model! SageMaker provides a cost-effective way to train FMs faster on large accelerated compute clusters, including GPUs and Trainium. In this video, you will learn how to use SageMaker notebooks to write the training code, easily change instance types, and run training jobs to iteratively improve the code using warm pools, debugging and profiling, and experiment management.
Follow along with this sample:
github.com/aws-samples/sagemak...
Learn more at: go.aws/3Vgd31M
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More AWS videos: go.aws/3m5yEMW
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ABOUT AWS
Amazon Web Services (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.
#AWS #AmazonWebServices #CloudComputing
After you prepare the dataset, you can start training the model! SageMaker provides a cost-effective way to train FMs faster on large accelerated compute clusters, including GPUs and Trainium. In this video, you will learn how to use SageMaker notebooks to write the training code, easily change instance types, and run training jobs to iteratively improve the code using warm pools, debugging and profiling, and experiment management.
Follow along with this sample:
github.com/aws-samples/sagemak...
Learn more at: go.aws/3Vgd31M
Subscribe:
More AWS videos: go.aws/3m5yEMW
More AWS events videos: go.aws/3ZHq4BK
Do you have technical AWS questions?
Ask the community of experts on AWS re:Post: go.aws/3lPaoPb
ABOUT AWS
Amazon Web Services (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.
#AWS #AmazonWebServices #CloudComputing
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