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Deploy BLOOM-176B and OPT-30B on Amazon SageMaker with large model inference Deep Learning Containers and DeepSpeed

The last few years have seen rapid development in the field of deep learning. Although hardware has improved, such as…

3 years ago

Use Github Samples with Amazon SageMaker Data Wrangler

Amazon SageMaker Data Wrangler is a UI-based data preparation tool that helps perform data analysis, preprocessing, and visualization with features…

3 years ago

Transfer learning for TensorFlow object detection models in Amazon SageMaker

Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine…

3 years ago

Transfer learning for TensorFlow text classification models in Amazon SageMaker

Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine…

3 years ago

Intelligent document processing with AWS AI and Analytics services in the insurance industry: Part 2

In Part 1 of this series, we discussed intelligent document processing (IDP), and how IDP can accelerate claims processing use…

3 years ago

Intelligent document processing with AWS AI services in the insurance industry: Part 1

The goal of intelligent document processing (IDP) is to help your organization make faster and more accurate decisions by applying…

3 years ago

Improving stability and flexibility of ML pipelines at Amazon Packaging Innovation with Amazon SageMaker Pipelines

To delight customers and minimize packaging waste, Amazon must select the optimal packaging type for billions of packages shipped every…

3 years ago

Improve data extraction and document processing with Amazon Textract

Intelligent document processing (IDP) has seen widespread adoption across enterprise and government organizations. Gartner estimates the IDP market will grow…

3 years ago

Automated exploratory data analysis and model operationalization framework with a human in the loop

Identifying, collecting, and transforming data is the foundation for machine learning (ML). According to a Forbes survey, there is widespread…

3 years ago

Move Amazon SageMaker Autopilot ML models from experimentation to production using Amazon SageMaker Pipelines

Amazon SageMaker Autopilot automatically builds, trains, and tunes the best custom machine learning (ML) models based on your data. It’s…

3 years ago