AWS Machine Learning Blog

NOVEMBER 22, 2023

Code talks – In this new session type for re:Invent 2023, code talks are similar to our popular chalk talk format, but instead of focusing on an architecture solution with whiteboarding, the speakers lead an interactive discussion featuring live coding or code samples. Some of these appeal to beginners, and others are on specialized topics.

ML 110

ML Generative AI Prompt Engineer Prompt Engineering 110

Heartbeat

DECEMBER 8, 2023

A Guide to Enhancing AI with Strategic Decision-Making and Tool Integration Photo by julien Tromeur on Unsplash Agents in LangChain Agents in LangChain are systems that use a language model to interact with other tools. In agents, a language model is used as a reasoning engine to determine which actions to take and in which order.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning LLM 52

Viso.ai

DECEMBER 19, 2023

In comparison, the YOLOR algorithm released in 2021 achieves inference times of 12 ms on the same benchmark, thereby overtaking the popular YOLOv3 and YOLOv4 deep learning algorithms. The SAM produces high-quality object masks from input prompts. Read our article about Vision Transformers (ViT) in Image Recognition.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 98

AWS Machine Learning Blog

MAY 7, 2024

What makes LLMs so transformative, however, is their ability to achieve state-of-the-art results on these common tasks with minimal data and simple prompting, and their ability to multitask. This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain.

Prompt Engineer 95

Prompt Engineer Prompt Engineering Large Language Models LLM 95

Heartbeat

FEBRUARY 2, 2024

This section delves into the intricate issue of biases in question formulation, emphasizing the need for meticulous instructions to guide human annotators in generating questions devoid of prejudiced patterns. The conventional approach of treating every question equally is critiqued, prompting a call for a more nuanced evaluation strategy.

Computer Vision 52

Computer Vision Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Marktechpost

DECEMBER 13, 2023

Hostinger AI Website Builder Hostinger uses the power of a cutting-edge artificial intelligence engine to create the best AI website builder for all website owners. The builder guides you through the design process, suggesting layouts, color schemes, and content placements tailored to your needs.

AI Tools 113

AI Tools Artificial Intelligence Artificial Intelligence AI 113

AWS Machine Learning Blog

APRIL 22, 2024

This guide can be used as a roadmap for integrating generative AI effectively within sustainability strategies while ensuring alignment with organizational objectives. Figure 4 illustrates the AWS generative AI stack as of 2023, which offers a set of capabilities that encompass choice, breadth, and depth across all layers.

Generative AI 112

Generative AI ESG AI AI 112

Marktechpost

AUGUST 27, 2023

Hostinger AI Website Builder Hostinger uses the power of a cutting-edge artificial intelligence engine to create the best AI website builder for all website owners. The builder guides you through the design process, suggesting layouts, color schemes, and content placements tailored to your needs.

AI Tools 98

AI Tools Artificial Intelligence Artificial Intelligence AI 98

PyImageSearch

SEPTEMBER 11, 2023

Home Table of Contents SAM from Meta AI (Part 1): Segmentation with Prompts Segment Anything Training SAM Inference with SAM Project Structure Configuring Your Development Environment Need Help Configuring Your Development Environment? Prompt engineering refers to crafting text inputs to get desired responses from foundational models.

Computer Vision 117

Computer Vision AI AI Prompt Engineer 117

Snorkel AI

MARCH 1, 2023

Find out in the guide below. Photo by Brett Jordan FMs excel at generative, human-in-the-loop tasks, such as writing marketing copy or creating detailed art from a simple prompt. In either case, the model starts with a seed vector derived from a prompt. What are they and how will they impact your business?

BERT 83

BERT Natural Language Processing Large Language Models Neural Network 83

AWS Machine Learning Blog

OCTOBER 26, 2023

As announced on October 5, 2023 , SageMaker Canvas expanded its support of models to foundation models (FMs) – large language models used to generate and summarize content. With the October 12, 2023 release , SageMaker Canvas lets users ask questions and get responses that are grounded in their enterprise data.

Generative AI 90

Generative AI Machine Learning ML AI 90

Unite.AI

AUGUST 8, 2023

These advanced AI deep learning models have seamlessly integrated into various applications, from Google's search engine enhancements with BERT to GitHub’s Copilot, which harnesses the capability of Large Language Models (LLMs) to convert simple code snippets into fully functional source codes. How Are LLMs Used?

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

John Snow Labs

JULY 19, 2023

This blog post explores the emerging players in the commercial large language model (LLM) landscape, namely Anthropic, Cohere, Mosaic ML, Cerebras, Aleph Alpha, AI21 Labs and John Snow Labs. In this blog post, we will dive into the fascinating ecosystem of LLM companies. billion in funding by June 2023. Known for their GPT-3.5

LLM 98

LLM OpenAI Large Language Models NLP 98

Viso.ai

MARCH 8, 2024

NLP (natural language processing) capabilities also make it easy to prompt these systems using text-to-image models. AI art generators like Midjourney and Stable Diffusion transform textual prompts into visual art using various underlying processes. The platform initially launched on 12 July 2022, staying in beta for some time.

Neural Network 52

Neural Network Natural Language Processing Convolutional Neural Networks Deep Learning 52