One of the most useful application patterns for generative AI workloads is Retrieval Augmented Generation (RAG). In the RAG pattern, we find pieces of...

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into...

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into...

With the advent of generative AI, today’s foundation models (FMs), such as the large language models (LLMs) Claude 2 and Llama 2, can perform...

By Kenna Hughes-Castleberry posted 22 Jan 2024 Quantum News Briefs: January 22, 2024: Academia Sinica Institute of Physics Launches...

In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model...

Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker...

Geospatial data is data about specific locations on the earth’s surface. It can represent a geographical area as a whole or it can represent...

Enterprises have access to massive amounts of data, much of which is difficult to discover because the data is unstructured. Conventional approaches to analyzing...

Artificial intelligence (AI) isn't just the latest buzzword in business; it's rapidly reshaping industries and redefining business processes. Yet as companies race to integrate...

This post was written in collaboration with Bhajandeep Singh and Ajay Vishwakarma from Wipro’s AWS AI/ML Practice. Many organizations have been using a combination...

Large language model (LLM) training has surged in popularity over the last year with the release of several popular models such as Llama 2,...