Tag: ai/ml

Data scientists need a consistent and reproducible environment for machine learning (ML) and data science workloads that enables managing dependencies and is secure. AWS Deep Learning Containers already provides pre-built Docker images for training and serving models in common frameworks such as TensorFlow, PyTorch, and MXNet. To improve this experience, we announced a public beta …

Read more “Get started with the open-source Amazon SageMaker Distribution”

In today’s era of data-driven applications, leveraging advanced machine learning and artificial intelligence services like computer vision has become increasingly important. One such service is the Vision API, which provides powerful image analysis capabilities. In this blog, we will explore how to create a Computer Vision application using Spring Boot and Java, enabling you to …

Read more “Computer vision made easy: Vision AI on Spring Boot and Java”

Posted by Thibault Sellam, Research Scientist, Google Previously, we presented the 1,000 languages initiative and the Universal Speech Model with the goal of making speech and language technologies available to billions of users around the world. Part of this commitment involves developing high-quality speech synthesis technologies, which build upon projects such as VDTTS and AudioLM, …

Read more “Evaluating speech synthesis in many languages with SQuId”

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!”