Tag: ai/ml

Training large language models (LLMs) with billions of parameters can be challenging. In addition to designing the model architecture, researchers need to set up state-of-the-art training techniques for distributed training like mixed precision support, gradient accumulation, and checkpointing. With large models, the training setup is even more challenging because the available memory in a single …

Read more “Accelerate PyTorch with DeepSpeed to train large language models with Intel Habana Gaudi-based DL1 EC2 instances”

Editor’s note: In this post, I’ll be showing some amazing ways Document AI can help you extract meaning from your documents  – keep reading, or jump directly into a tutorial using the Cloud Console! Documents are a crucial part of most businesses, used to store and communicate important information. The variety is vast: invoices, contracts, …

Read more “Document AI: Understanding invoices to passports and beyond”

Today is your last chance to grab exclusive discounts and secure your spot in this epic event! Don’t let it slip away! Why should you join us? Here’s the scoop: Supercharge Your Skills: Join our workshops and level up your AI game! Learn the latest techniques and tools straight from the experts. Stay ahead of the pack, …

Read more “Flash Sale Ending Today! Don’t Miss Out on AI & Chatbot Certified Workshops!”

Posted by Ruofei Du, Research Scientist, and Alex Olwal, Senior Staff Research Scientist, Google Augmented Reality Recent advances in video conferencing have significantly improved remote video communication through features like live captioning and noise cancellation. However, there are various situations where dynamic visual augmentation would be useful to better convey complex and nuanced information. For …

Read more “Visual captions: Using large language models to augment video conferences with dynamic visuals”

PyTorch is a machine learning (ML) framework that is widely used by AWS customers for a variety of applications, such as computer vision, natural language processing, content creation, and more. With the recent PyTorch 2.0 release, AWS customers can now do same things as they could with PyTorch 1.x but faster and at scale with …

Read more “Build high-performance ML models using PyTorch 2.0 on AWS – Part 1”

As a marine biology student, Josef Melchner always dreamed of spending his days cruising the oceans to find dolphins, whales and fish — but also “wanted to do something practical, something that would benefit the world,” he said. When it came time to choose a career, he dove head first into aquaculture. He’s now CEO …

Read more “Fish-Farming Startup Casts AI to Make Aquaculture More Efficient, Sustainable”

Consumer expectations are evolving, and running a successful eCommerce business demands a lot more than it did a few years ago. Customers are more informed and want a fast, seamless, and smart user interface. To deliver on these new customer demands, eCommerce brands are using AI-driven processes to deliver personalized experiences. And Conversational AI with …

Read more “Generative AI Chatbot in eCommerce: Use Cases, Benefits, and Statistics Behind”