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Tag: HyperPod

How Apoidea Group enhances visual information extraction from banking documents with multimodal models using LLaMA-Factory on Amazon SageMaker HyperPod | Amazon Web Services
Amazon Web Services

How Apoidea Group enhances visual information extraction from banking documents with multimodal models using LLaMA-Factory on Amazon SageMaker HyperPod | Amazon Web Services

vm_adminMay 15, 2025

This post is co-written with Ken Tsui, Edward Tsoi and Mickey Yip from Apoidea Group. The banking industry has long…

Customize DeepSeek-R1 671b model using Amazon SageMaker HyperPod recipes – Part 2 | Amazon Web Services
Amazon Web Services

Customize DeepSeek-R1 671b model using Amazon SageMaker HyperPod recipes – Part 2 | Amazon Web Services

vm_adminMay 14, 2025

This post is the second part of the DeepSeek series focusing on model customization with Amazon SageMaker HyperPod recipes (or…

Reduce ML training costs with Amazon SageMaker HyperPod | Amazon Web Services
Amazon Web Services

Reduce ML training costs with Amazon SageMaker HyperPod | Amazon Web Services

vm_adminApril 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for…

Ray jobs on Amazon SageMaker HyperPod: scalable and resilient distributed AI | Amazon Web Services
Amazon Web Services

Ray jobs on Amazon SageMaker HyperPod: scalable and resilient distributed AI | Amazon Web Services

vm_adminApril 2, 2025

Foundation model (FM) training and inference has led to a significant increase in computational needs across the industry. These models…

Running NVIDIA NeMo 2.0 Framework on Amazon SageMaker HyperPod | Amazon Web Services
Amazon Web Services

Running NVIDIA NeMo 2.0 Framework on Amazon SageMaker HyperPod | Amazon Web Services

vm_adminMarch 18, 2025

This post is cowritten with Abdullahi Olaoye, Akshit Arora and Eliuth Triana Isaza at NVIDIA. As enterprises continue to push…

Unleash AI innovation with Amazon SageMaker HyperPod | Amazon Web Services
Amazon Web Services

Unleash AI innovation with Amazon SageMaker HyperPod | Amazon Web Services

vm_adminMarch 18, 2025

The rise of generative AI has significantly increased the complexity of building, training, and deploying machine learning (ML) models. It…

Customize DeepSeek-R1 distilled models using Amazon SageMaker HyperPod recipes – Part 1 | Amazon Web Services
Amazon Web Services

Customize DeepSeek-R1 distilled models using Amazon SageMaker HyperPod recipes – Part 1 | Amazon Web Services

vm_adminMarch 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. To achieve optimal performance…

Best practices for Amazon SageMaker HyperPod task governance | Amazon Web Services
Amazon Web Services

Best practices for Amazon SageMaker HyperPod task governance | Amazon Web Services

vm_adminFebruary 19, 2025

At AWS re:Invent 2024, we launched a new innovation in Amazon SageMaker HyperPod on Amazon Elastic Kubernetes Service (Amazon EKS)…

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