Five ways Victoria’s Secret & Co. is using AI to make shopping more personalized and inclusive
A new partnership between Victoria’s Secret & Company and Google Cloud uses AI and generative AI to make online shopping more personalized and inclusive.
Build an Amazon SageMaker Model Registry approval and promotion workflow with human intervention
This post is co-written with Jayadeep Pabbisetty, Sr. Specialist Data Engineering at Merck, and Prabakaran Mathaiyan, Sr. ML Engineer at Tiger Analytics. The large machine learning (ML) model development lifecycle
Inference Llama 2 models with real-time response streaming using Amazon SageMaker
With the rapid adoption of generative AI applications, there is a need for these applications to respond in time to reduce the perceived latency with higher throughput. Foundation models (FMs)
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Deploy a Slack gateway for Amazon Q, your business expert
Amazon Q is a new generative AI-powered application that helps users get work done. Amazon Q can become your tailored business expert and let you discover content, brainstorm ideas, or
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Create a document lake using large-scale text extraction from documents with Amazon Textract
AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage Service (Amazon S3). However, they’re unable
Modernizing data science lifecycle management with AWS and Wipro
This post was written in collaboration with Bhajandeep Singh and Ajay Vishwakarma from Wipro’s AWS AI/ML Practice. Many organizations have been using a combination of on-premises and open source data
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Generating value from enterprise data: Best practices for Text2SQL and generative AI
Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. One
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Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20%
Large language model (LLM) training has surged in popularity over the last year with the release of several popular models such as Llama 2, Falcon, and Mistral. Customers are now
Mixtral-8x7B is now available in Amazon SageMaker JumpStart
Today, we are excited to announce that the Mixtral-8x7B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click
Mixtral-8x7B is now available in Amazon SageMaker JumpStart Read More »
Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra
This blog is co-written with Josh Reini, Shayak Sen and Anupam Datta from TruEra Amazon SageMaker JumpStart provides a variety of pretrained foundation models such as Llama-2 and Mistal 7B
Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra Read More »