Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart

Favorite Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. IDP offers a significant improvement over manual methods and legacy optical character recognition (OCR) systems by addressing challenges such as cost, errors, low accuracy, and limited scalability,

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Shared by AWS Machine Learning May 25, 2023

Prepare training and validation dataset for facies classification using Snowflake integration and train using Amazon SageMaker Canvas

Favorite This post is co-written with Thatcher Thornberry from bpx energy.  Facies classification is the process of segmenting lithologic formations from geologic data at the wellbore location. During drilling, wireline logs are obtained, which have depth-dependent geologic information. Geologists are deployed to analyze this log data and determine depth ranges

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Shared by AWS Machine Learning May 17, 2023

Build a serverless meeting summarization backend with large language models on Amazon SageMaker JumpStart

Favorite AWS delivers services that meet customers’ artificial intelligence (AI) and machine learning (ML) needs with services ranging from custom hardware like AWS Trainium and AWS Inferentia to generative AI foundation models (FMs) on Amazon Bedrock. In February 2022, AWS and Hugging Face announced a collaboration to make generative AI

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Shared by AWS Machine Learning May 17, 2023

GPT-NeoXT-Chat-Base-20B foundation model for chatbot applications is now available on Amazon SageMaker

Favorite Today we are excited to announce that Together Computer’s GPT-NeoXT-Chat-Base-20B language foundation model is available for customers using Amazon SageMaker JumpStart. GPT-NeoXT-Chat-Base-20B is an open-source model to build conversational bots. You can easily try out this model and use it with JumpStart. JumpStart is the machine learning (ML) hub

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Shared by AWS Machine Learning May 16, 2023