PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium
Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking ...
Tag: HyperPod
How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model
This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from <a ...
Implementing login node load balancing in SageMaker HyperPod for enhanced multi-user experience
amazon SageMaker HyperPod is designed to support large-scale machine learning (ML) operations, providing a robust environment for training foundation models ...
Scale machine learning workflows with Amazon SageMaker Studio and Amazon SageMaker HyperPod
Scaling machine learning (ML) workflows from early prototypes to a full-scale production deployment can be a daunting task, but the ...
Speed up your cluster procurement time with Amazon SageMaker HyperPod training plans
Today, organizations are constantly seeking ways to use advanced large language models (LLMs) for their specific needs. These organizations are ...
Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study
Video generation has become the latest frontier in ai research, following the success of text-to-image models. Luma ai’s recently launched ...
Accelerate pre-training of Mistral’s Mathstral model with highly resilient clusters on Amazon SageMaker HyperPod
In recent years, FM sizes have been increasing. It is important to consider the massive amount of compute often required ...
Scaling Thomson Reuters’ language model research with Amazon SageMaker HyperPod
Thomson Reuters, a global content and technology-driven company, has been using artificial intelligence and machine learning (ai/ML) in its professional ...
Introducing Amazon EKS support in Amazon SageMaker HyperPod
We are thrilled to introduce amazon Elastic Kubernetes Service (amazon EKS) support in amazon SageMaker HyperPod, a purpose-built infrastructure engineered ...
Integrate HyperPod clusters with Active Directory for seamless multi-user login
amazon SageMaker HyperPod is purpose-built to accelerate foundation model (FM) training, removing the undifferentiated heavy lifting involved in managing and ...
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