AWS Workshops

This website lists workshops created by the teams at Amazon Web Services (AWS). Workshops are hands-on events designed to teach or introduce practical skills, techniques, or concepts which you can use to solve business problems.
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100 workshops and growing

New workshops and content added all the time

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Created by experts

Created by specialists in the field from AWS and AWS Partners

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Available for access anywhere

Globally available without restriction and mobile friendly

Workshops

Tag: Trainium
Fine-tuning and deploying LLMs using Amazon SageMaker, AWS Trainium/Inferentia, and Optimum Neuron
Level: 300
Categories: Machine Learning, AI/ML
Tags: Trainium, Inferentia, Optimum Neuron, SageMaker, LLM
1 hour

In this workshop you will learn how to use Amazon SageMaker to fine-tune a pretrained Hugging Face LLM using AWS Trainium accelerators, and then leverage the fine-tuned model for inference on AWS Inferentia. Fine-tuning will be achieved using the Optimum Neuron library. This workshop was originally offered as CMP325 during re:Invent 2023

Fine-tuning and deploying LLMs using Amazon SageMaker, AWS Trainium/Inferentia, and Optimum Neuron
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