BAIR

MAY 23, 2023

TL;DR : Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. However, despite their impressive capabilities, diffusion models, such as Stable Diffusion , often struggle to accurately follow the prompts when spatial or common sense reasoning is required.

Large Language Models 363

Large Language Models LLM 363

Analytics Vidhya

MAY 24, 2023

Introduction In our daily lives, we make a lot of decisions based on a number of criteria. Some of these decisions are relatively unimportant, like deciding what to eat or wear. But some have a great impact, like the ones related to our career or professional work. When faced with a difficult decision, how do […] The post Multi-Criteria Decision-Making Using AHP in Python appeared first on Analytics Vidhya.

Python 337

Python 337

IBM Journey to AI blog

MAY 25, 2023

IBM Consulting has established a Center of Excellence for generative AI. It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. The Center of Excellence (CoE) already has more than 1,000 consultants with specialized generative AI expertise that are engaging with a global set of clients to drive productivity in IT operations and core business processes like H

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Generative AI AI AI Artificial Intelligence 272

Eugene Yan

MAY 20, 2023

What's the big deal, intuition on query-key-value vectors, multiple heads, multiple layers, and more.

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Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Cassie Kozyrkov

MAY 21, 2023

The new rhetoric around AI regulation Continue reading on The Startup »

Generative AI 246

Generative AI AI AI Data Science 246

Flipboard

MAY 25, 2023

Source: Midjourney Research in artificial intelligence is increasing at an exponential rate. It’s difficult for AI experts to keep up with everything new being published, and even harder for beginners to know where to start. So, in this post, we’re … The post AI Canon appeared first on Andreessen Horowitz.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence AI AI 182

Machine Learning Mastery

MAY 22, 2023

In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important to understand how a large language model generates an output. In this post, you will learn: What is zero-shot and few-shot prompting? How to experiment with them in GPT4All Let’s get started.

Large Language Models 142

Large Language Models ChatGPT 142

Becoming Human

MAY 23, 2023

Photo by Rolf van Root on Unsplash As designers, we constantly seek new tools and resources to help create engaging and practical websites. We use a variety of references for our projects, from scouring design blogs and inspiration boards to doing research studies and using many other online resources. If you have been up to date with the latest news and trends, the term ‘ChatGPT’ and its success would have most likely reached your ears.

ChatGPT 138

ChatGPT UX Design AI Chatbots Chatbots 138

Analytics Vidhya

MAY 25, 2023

Introduction If you are reading this blog, you might have been familiar with what Git is and how it has been an integral part of software development. Similarly, Data Version Control (DVC) is an open-source, Git-based version management for Machine Learning development that instills best practices across the teams. A system called data version control manages and […] The post Getting Started with Data Version Control (DVC) appeared first on Analytics Vidhya.

Software Development 323

Software Development Machine Learning Data Science 323

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

LLM

Flipboard

MAY 25, 2023

Welcome back to On Tech: A.I., a pop-up newsletter that teaches you about artificial intelligence, how it works and how to use it. A few months ago, my colleagues Cade Metz and Kevin Roose explained the inner workings of A.I.

ChatGPT 181

ChatGPT Artificial Intelligence Artificial Intelligence Explainability 181

SAS Software

MAY 22, 2023

The shift to cloud computing has dramatically transformed how organizations and businesses store, manage and analyze their data. The benefits of this shift are well-known: Moving to the cloud increases the potential to gain more value their data through faster access, greater scalability and cost-efficiency. All plain sailing, right? Not [.

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NVIDIA

MAY 26, 2023

“You are running for food, or you are running from becoming food. And often times, you can’t tell which. Either way, run.” NVIDIA founder and CEO Jensen Huang today urged graduates of National Taiwan University to run hard to seize the unprecedented opportunities that AI will present, but embrace the inevitable failures along the way. Whatever you pursue, he told the 10,000 graduates of the island’s premier university, do it with passion and conviction — and stay humble enough to learn the hard

Robotics 126

Robotics Machine Learning AI AI 126

Analytics Vidhya

MAY 22, 2023

In a significant development, Meta has unveiled its first custom-designed computer chip, explicitly tailored for processing artificial intelligence programs. The chip is the Meta Training and Inference Accelerator (MTIA). It consists of a mesh of blocks of circuits that operate in parallel. Additionally, it runs using software that optimizes programs using Meta’s PyTorch open-source developer […] The post Meta Reveals AI Chips to Revolutionize Computing appeared first on Analytics Vi

Artificial Intelligence 314

Artificial Intelligence Artificial Intelligence AI AI 314

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Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

Flipboard

MAY 22, 2023

The nature of cyberattacks is changing fast. Generative AI, cloud complexity and geopolitical tensions are among the latest weapons and facilitators in attackers’ arsenals.

Generative AI 180

Generative AI AI AI Machine Learning 180

Eleuther.ai

MAY 22, 2023

Audit shows that safetensors is safe and ready to become the default Hugging Face, in close collaboration with EleutherAI and Stability AI, has ordered an external security audit of the safetensors library, the results of which allow all three organizations to move toward making the library the default format for saved models. The full results of the security audit, performed by Trail of Bits, can be found here: Report.

Explainability 111

Explainability AI AI 111

SAS Software

MAY 22, 2023

When you think about life-saving technology, does a statistical computing environment come to mind? Statistical computing environments (SCE) are critical in accelerating scientific discoveries by enabling researchers to manage, process and analyze data efficiently and compliantly, maintaining the utmost regulatory integrity. As life sciences research generates increasingly large and diverse [.

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Analytics Vidhya

MAY 21, 2023

Do you ever wonder what sets successful businesses apart from the rest? The answer lies in the power of data-driven decision making! According to a PwC’s survey, highly data-driven organizations are 3X more likely to report significant improvements in decision-making compared to those who rely less on data. Imagine the impact that data-driven insights can have […] The post How Data-Driven Decision-Making Can Revolutionize Your Business?

Big Data 315

Big Data Data Science Artificial Intelligence Artificial Intelligence 315

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Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

Flipboard

MAY 20, 2023

Large language models have become popular recently. ChatGPT is fashionable. Trying out ChatGPT to understand what LLMs are about is easy, but sometimes, you may want an offline alternative that can run on your computer. In this post, you will learn about GPT4All as an LLM that you can install on your computer. In particular, […] The post Get a Taste of LLMs from GPT4All appeared first on MachineLearningMastery.com.

Large Language Models 173

Large Language Models LLM ChatGPT 173

Chatbots Life

MAY 20, 2023

Unveiling the Surprising Secrets of ChatGPT’s API & BARD for Bot Building How Companies and Brands Need to think about Building AI Apps AI POWERED WORLD Prepare to be astonished as we unveil the superpowers of ChatGPT that go far beyond 99% of what people are building today. Hidden Benefit #1: Turning your Knowledge into an AI Powered Bot Imagine unleashing the immense potential of natural language processing on your data.

Natural Language Processing 105

Natural Language Processing Chatbots ChatGPT AI 105

SAS Software

MAY 25, 2023

As AI rapidly advances over the next several years, I’ve been fortunate to have an active role in helping to guide a responsible path forward when it comes to technology’s impact on our daily lives. Currently, this role includes serving as Vice President for the SAS Data Ethics Practice, as an [.

AI 103

AI AI 103

Analytics Vidhya

MAY 22, 2023

ClearML, an open-source AI solutions firm, has announced the launch of ClearGPT. This secure and enterprise-grade generative AI platform aims to empower organizations to securely and efficiently deploy and utilize state-of-the-art large language models (LLMs) at scale. What is ClearGPT? ClearGPT is a tool designed to help businesses harness the power of ChatGPT-like LLMs, improving […] The post ClearML’s ClearGPT: Customizable AI for Secure and Efficient Business Workflows appeared f

Large Language Models 311

Large Language Models ChatGPT AI AI 311

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

Flipboard

MAY 25, 2023

Despite being U.S.- and iOS-only ahead of today’s expansion to 11 more global markets, OpenAI’s ChatGPT app has been off to a stellar start. The app has already surpassed half a million downloads in its first six days since launch, according to a new analysis by app intelligence provider data.ai.

ChatGPT 168

ChatGPT Generative AI OpenAI Machine Learning 168

ODSC - Open Data Science

MAY 22, 2023

On his way out of Google , Geoffrey Hinton, pioneering researcher and the so-called “Godfather of AI,” left his role at the tech giant so he could be more open about concerns he has with AI. While speaking with the BBC , Hinton warned of the rapid advancement of AI, “Right now, they’re not more intelligent than us, as far as I can tell. But I think they soon may be.

Data Science 102

Data Science AI AI Artificial Intelligence 102

SAS Software

MAY 26, 2023

Vivimos en tiempos de un nuevo marketing. Ya no solo hay que vender productos y servicios, sino que hay que hacerlo de forma sostenible y responsable tanto con el entorno como con la empresa. Bajo esta orientación es que el marketing responsable e inteligente se ha convertido en una necesidad [.] The post Marketing responsable e inteligente: una manera diferente de crear valor ético y efectivo appeared first on SAS Blogs.

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Analytics Vidhya

MAY 26, 2023

Introduction Discover the ultimate guide to building a powerful data pipeline on AWS! In today’s data-driven world, organizations need efficient pipelines to collect, process, and leverage valuable data. With AWS, you can unleash the full potential of your data. In this blog post, we will take you on a journey through the architecture and implementation […] The post Building an End-to-End Data Pipeline on AWS: Embedded-Based Search Engine appeared first on Analytics Vidhya.

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Generative AI

Flipboard

MAY 20, 2023

Generative AI has taken the world by storm. So much so that in the last several months, the technology has twice been a major feature on CBS’s “60 Minutes.

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Generative AI Chatbots ChatGPT AI 168

ODSC - Open Data Science

MAY 25, 2023

sktime — Python Toolbox for Machine Learning with Time Series Editor’s note: Franz Kiraly is a speaker for ODSC Europe this June. Be sure to check out his talk, “ sktime — Python Toolbox for Machine Learning with Time Series ,” there! Welcome to sktime, the open community and Python framework for all things time series. Here’s what you need to know: sktime is a Python package for time series tasks like forecasting, classification, and transformations with a familiar and user-friendly scikit-lear

Machine Learning 98

Machine Learning Python Auto-classification Auto-complete 98

Machine Learning Mastery

MAY 26, 2023

Last Updated on May 28, 2023 ChatGPT is a language model that you can use by talking to it. A language model in such a scale can naturally produce fluent text that is difficult to tell apart from work by humans. If you want to use it for a task, you will likely still need […] The post Writing an Essay with ChatGPT appeared first on MachineLearningMastery.com.

ChatGPT 98

ChatGPT 98