Music generation models have emerged as powerful tools that transform natural language text into musical compositions. Originating from advancements in artificial intelligence (AI) and deep learning, these models are designed […]
Inference AudioCraft MusicGen models using Amazon SageMaker Read More »
Google for Startups AI Academy: American Infrastructure provides mentorship, training, and resources to help founders scale solutions and benefit communities.
15 startups using AI to tackle big issues in infrastructure Read More »
Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). RAG models first retrieve relevant information from
In recent years, we have seen a big increase in the size of large language models (LLMs) used to solve natural language processing (NLP) tasks such as question answering and
Faster LLMs with speculative decoding and AWS Inferentia2 Read More »
Information retrieval systems have powered the information age through their ability to crawl and sift through massive amounts of data and quickly return accurate and relevant results. These systems, such
This is a guest post co-written with Vicente Cruz Mínguez, Head of Data and Advanced Analytics at Cepsa Química, and Marcos Fernández Díaz, Senior Data Scientist at Keepler. Generative artificial
GraphStorm is a low-code enterprise graph machine learning (GML) framework to build, train, and deploy graph ML solutions on complex enterprise-scale graphs in days instead of months. With GraphStorm, you
GraphStorm 0.3: Scalable, multi-task learning on graphs with user-friendly APIs Read More »
This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Company earnings calls are crucial events that provide transparency into a company’s financial
Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock Read More »
Underwriting is a fundamental function within the insurance industry, serving as the foundation for risk assessment and management. Underwriters are responsible for evaluating insurance applications, determining the level of risk
Streamline insurance underwriting with generative AI using Amazon Bedrock – Part 1 Read More »
Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI,
Import a fine-tuned Meta Llama 3 model for SQL query generation on Amazon Bedrock Read More »
