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Efficient Pre-training of Llama 3-like model architectures using torchtitan on Amazon SageMaker | Amazon Web Services

October 11, 2024 by vm_admin

This post is co-written with Less Wright and Wei Feng from Meta Pre-training large language models (LLMs) is the first step in developing powerful AI systems that can understand and generate human-like text. By exposing models… Article Source https://aws.amazon.com/blogs/machine-learning/efficient-pre-training-of-llama-3-like-model-architectures-using-torchtitan-on-amazon-sagemaker/

AWS SageMaker Studio now offers Amazon Q Developer_integration

July 10, 2024 by vm_admin

Amazon SageMaker, a managed machine learning service, has launched Amazon Q Developer in SageMaker Studio, providing generative AI assistance to customers in their JupyterLab integrated development environment. This new feature allows data scientists and ML engineers to access expert guidance on SageMaker features, code generation, and troubleshooting without the need for online searches or extensive … Read more

Introducing the Amazon Q Developer in SageMaker Studio for enhanced efficiency in ML workflows | Amazon Web Services

July 10, 2024 by vm_admin

Amazon SageMaker Study introduces a new feature called Amazon Q Developer, an AI-powered generative assistant integrated directly into the SageMaker JupyterLab experience. This tool aims to simplify and speed up the machine learning development process by providing personalized execution plans based on natural language inputs. Users can expect recommendations for the best tools for each … Read more

Enhance Generative AI Inference Performance on Amazon SageMaker with New Inference Optimization Toolkit – Part 1, Achieve Double Throughput and 50% Cost Reduction | AWS

July 10, 2024 by vm_admin

Amazon SageMaker has introduced a new inference optimization toolkit to enhance the performance of generative AI models. This toolkit offers various optimization techniques such as speculative decoding, quantization, and compilation, which can lead to significant cost reductions and improved throughput for models like Llama 3, Mistral, and Mixtral. By utilizing these techniques, users can achieve … Read more

Boost performance and save on expenses with the latest inference optimization toolkit on Amazon SageMaker, doubling throughput and cutting costs by 50% – Part 2 | Amazon Web Services

July 9, 2024 by vm_admin

Businesses are increasingly relying on generative artificial intelligence (AI) inference to enhance their operations. To address the need for scaling AI operations and integrating AI models, model optimization has emerged as a vital step for balancing cost-effectiveness and responsiveness. Different use cases require varying price and performance considerations, with chat applications focusing on minimizing latency … Read more

Enhance image generation by refining Stable Diffusion XL using Amazon SageMaker | Amazon Web Services

July 8, 2024 by vm_admin

Stable Diffusion XL by Stability AI is a text-to-image deep learning model allowing for professional image generation. Managed versions are available on Amazon SageMaker JumpStart and Amazon Bedrock, supporting diverse use cases like game character design and image upscaling. The base model aids in creative processes with generic subjects, while custom datasets fine-tune images for … Read more

Amazon Web Services teams up with The Weather Company to improve MLOps using Amazon SageMaker, AWS CloudFormation, and Amazon CloudWatch.

July 8, 2024 by vm_admin

La publicación del blog destaca la importancia de establecer operaciones de aprendizaje automático (MLOps) escalables para respaldar el crecimiento en tecnologías de aprendizaje automático. The Weather Company (TWCo) mejoró su plataforma MLOps utilizando servicios como Amazon SageMaker, Formación en la nube de AWS y Amazon CloudWatch. Con la ayuda de AWS Machine Learning Solutions Lab … Read more

Amazon Web Services partners with eSentire to offer customers private and secure generative AI interactions using Amazon SageMaker

June 25, 2024 by vm_admin

eSentire is a leading provider of managed detection and response services, serving over 2,000 organizations globally in various industries. Their services focus on protecting users, data, and applications from cyber threats and enhancing overall security posture. To improve customer experiences, eSentire developed AI Investigator, a natural language query tool using generative AI capabilities on AWS. … Read more

Krikey AI speeds up generative AI development with Amazon SageMaker Ground Truth | Amazon Web Services

June 24, 2024 by vm_admin

Krikey AI is disrupting 3D animation with its platform that allows users to create animations from text or video inputs. To train its AI model, Krikey AI needed high-quality labeled data but found manual labeling impractical. They turned to Amazon SageMaker Ground Truth, which provided a workforce and labeling workflows tailored to their needs. By … Read more

AWS Weekly Roundup: Claude 3.5 Sonnet, CodeCatalyst News, SageMaker Enhancements, and More – June 24, 2024 | AWS

June 24, 2024 by vm_admin

This week, the new Anthropic Claude 3.5 Sonnet model in Amazon Rock was tested before its release with impressive results in speed and accuracy. The AWS Japan Summit included sessions with AWS Heroes and Community Builders in the AWS Community Lounge. Dr. Werner Vogels, the keynote speaker, engaged with the Japanese community for the first … Read more