Generative AI models have been experiencing rapid growth in recent months due to its impressive capabilities in creating realistic text, images, code, and audio....

When deploying Deep Learning models at scale, it is crucial to effectively utilize the underlying hardware to maximize performance and cost benefits. For production...

A trio of Stanford computer scientists have developed a deep learning model to geolocate Google Street View images, meaning it can figure out generally...

Predictive maintenance is critical in automotive industries because it can avoid out-of-the-blue mechanical failures and reactive maintenance activities that disrupt operations. By predicting vehicle...

In computer vision (CV), adding tags to identify objects of interest or bounding boxes to locate the objects is called labeling. It’s one of...

This post is co-written with Aruna Abeyakoon and Denisse Colin from Light and Wonder (L&W). Headquartered in Las Vegas, Light & Wonder, Inc. is...

I wouldn’t be exaggerating if I said an average person sends/receives at least 10 invoices per week. With the growing digitalization, businesses are dealing...

The size of the machine learning (ML) models––large language models (LLMs) and foundation models (FMs)––is growing fast year-over-year, and these models need faster and...

Last week, Technology Innovation Institute (TII) launched TII Falcon LLM, an open-source foundational large language model (LLM). Trained on 1 trillion tokens with Amazon...

GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language...

This post is co-written with Philipp Schmid and Jeff Boudier from Hugging Face. Today, as part of Amazon Web Services’ partnership with Hugging Face,...

PyTorch is a machine learning (ML) framework based on the Torch library, used for applications such as computer vision and natural language processing. One...