End-to-end LLM training on instance clusters with over 100 nodes using AWS Trainium

Retrieved on: 2024-05-29 16:27:06

Tags for this article:

Artificial neural networks

Parallel computing

Data parallelism

Training, validation, and test data sets

Vision transformer

Cluster analysis

Trainium

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End-to-end LLM training on instance clusters with over 100 nodes using AWS Trainium. View article details on hiswai:

Summary

The article explains how Kubernetes, paired with AWS Trainium on EKS clusters, facilitates scalable, efficient training of LLMs like Llama. This is achieved through parallel computing techniques, data parallelism, and robust fault recovery, reflecting associated tags.

Article found on: aws.amazon.com

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