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

3 years ago

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

Use Github Samples with Amazon SageMaker Data Wrangler

3 years ago

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

Transfer learning for TensorFlow object detection models in Amazon SageMaker

3 years ago

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

Transfer learning for TensorFlow text classification models in Amazon SageMaker

3 years ago

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

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

3 years ago

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

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

3 years ago

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

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

3 years ago

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

Improve data extraction and document processing with Amazon Textract

3 years ago

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

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

3 years ago

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

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

3 years ago

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