Fast and cost-effective LLaMA 2 fine-tuning with AWS Trainium

Large language models (LLMs) have captured the imagination and attention of developers, scientists, technologists, entrepreneurs, Read More →

Reduce energy consumption of your machine learning workloads by up to 90% with AWS purpose-built accelerators

Machine learning (ML) engineers have traditionally focused on striking a balance between model training and Read More →

Scale your machine learning workloads on Amazon ECS powered by AWS Trainium instances

Running machine learning (ML) workloads with containers is becoming a common practice. Containers can fully Read More →

How to extend the functionality of AWS Trainium with custom operators

Deep learning (DL) is a fast-evolving field, and practitioners are constantly innovating DL models and Read More →

Maximize performance and reduce your deep learning training cost with AWS Trainium and Amazon SageMaker

Today, tens of thousands of customers are building, training, and deploying machine learning (ML) models Read More →

Scaling Large Language Model (LLM) training with Amazon EC2 Trn1 UltraClusters

Modern model pre-training often calls for larger cluster deployment to reduce time and cost. At Read More →

Scaling distributed training with AWS Trainium and Amazon EKS

Recent developments in deep learning have led to increasingly large models such as GPT-3, BLOOM, Read More →

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