Researchers unleash machine learning in designing advanced lattice structures

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Characterized by their intricate patterns and hierarchical designs, lattice structures hold immense potential for revolutionizing industries ranging from aerospace to biomedical engineering, due to their versatility and customizability. However, the complexity of these structures and the vast design space they encompass have posed significant hurdles for engineers and scientists, and traditional methods of design exploration …

Read more “Researchers unleash machine learning in designing advanced lattice structures”

ML 17387 image001

Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Today, we are excited to announce general availability of batch inference for Amazon Bedrock. This new feature enables organizations to process large volumes of data when interacting with foundation models (FMs), addressing a critical need in various industries, including call center operations. Call center transcript summarization has become an essential task for businesses seeking to …

Read more “Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock”

GPU blog gif 2

Run your AI inference applications on Cloud Run with NVIDIA GPUs

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Developers love Cloud Run for its simplicity, fast autoscaling, scale-to-zero capabilities, and pay-per-use pricing. Those same benefits come into play for real-time inference apps serving open gen AI models. That’s why today, we’re adding support for NVIDIA L4 GPUs to Cloud Run, in preview. This opens the door to many new use cases to Cloud …

Read more “Run your AI inference applications on Cloud Run with NVIDIA GPUs”

Lightweight Champ: NVIDIA Releases Small Language Model With State-of-the-Art Accuracy

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Developers of generative AI typically face a tradeoff between model size and accuracy. But a new language model released by NVIDIA delivers the best of both, providing state-of-the-art accuracy in a compact form factor. Mistral-NeMo-Minitron 8B — a miniaturized version of the open Mistral NeMo 12B model released by Mistral AI and NVIDIA last month …

Read more “Lightweight Champ: NVIDIA Releases Small Language Model With State-of-the-Art Accuracy”

Researchers train a robot dog to combat invasive fire ants

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

A multidisciplinary research team based across China and Brazil has used a dog-like robot and AI to create a new way to find fire ant nests. Published in the journal Pest Management Science, the study highlights how a “CyberDog” robot integrated with an AI model can automate the identification and control of Red Imported Fire …

Read more “Researchers train a robot dog to combat invasive fire ants”

3 Ways of Using Gemma 2 Locally

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

After the highly successful launch of Gemma 1, the Google team introduced an even more advanced model series called Gemma 2. This new family of Large Language Models (LLMs) includes models with 9 billion (9B) and 27 billion (27B) parameters. Gemma 2 offers higher performance and greater inference efficiency than its predecessor, with significant safety …

Read more “3 Ways of Using Gemma 2 Locally”

ml 17291 image001

Migrate Amazon SageMaker Data Wrangler flows to Amazon SageMaker Canvas for faster data preparation

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Amazon SageMaker Data Wrangler provides a visual interface to streamline and accelerate data preparation for machine learning (ML), which is often the most time-consuming and tedious task in ML projects. Amazon SageMaker Canvas is a low-code no-code visual interface to build and deploy ML models without the need to write code. Based on customers’ feedback, …

Read more “Migrate Amazon SageMaker Data Wrangler flows to Amazon SageMaker Canvas for faster data preparation”