NVIDIA

JUNE 1, 2023

Creative professionals can then import these 3D objects into design applications, editing them further for use in art, video game development, robotics and industrial digital twins. Like Michelangelo sculpting stunning, life-like visions from blocks of marble, Neuralangelo generates 3D structures with intricate details and textures.

Neural Network 145

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AWS Machine Learning Blog

APRIL 18, 2024

With Amazon SageMaker JumpStart, Slack can access state-of-the-art foundation models to power Slack AI, while prioritizing security and privacy. Slack AI is built for security-conscious customers and is designed to be secure by design—customer data remains in-house, data is not used for LLM training purposes, and data remains siloed.

Generative AI 99

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Unite.AI

JANUARY 30, 2024

This guide is designed for both technical and non-technical readers alike, offering a clear, step-by-step approach to creating your own GPT that reflects your unique ideas and requirements. However, unlike standard ChatGPT, which offers a broad range of functionalities, custom GPTs are designed to cater to specific needs, contexts, or tasks.

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AWS Machine Learning Blog

MARCH 1, 2024

When exploring AWS CCI capabilities with Amazon Lex and Genesys Cloud, you may be unsure of where to start on your bot design journey. To assist those who may be starting with a blank canvas, Amazon Lex provides the Amazon Lex automated chatbot designer. Solution overview The following diagram illustrates the solution architecture.

Automation 94

Automation Chatbots ML Conversational AI 94

Unite.AI

NOVEMBER 21, 2023

To bridge this gap, developers from Nvidia, CalTech, UPenn, and others have introduced EUREKA, an LLM-powered human-level design algorithm. Furthermore, rewards functions, despite their importance, are extremely challenging to design, and sub-optimal designs of these functions often lead to unintended behaviors.

Large Language Models 162

Large Language Models LLM Algorithm Automation 162

O'Reilly Media

OCTOBER 17, 2023

Although I agree that designing good prompts for AI is an important skill, Agarwal overstates his case. It’s arguable whether this should be called “engineering”; at this point, it’s more of an art than an applied science. Designing and writing software systems that generate prompts automatically.

Prompt Engineer 100

Prompt Engineer Prompt Engineering Generative AI Automation 100

AssemblyAI

MAY 2, 2023

If we are in the process of making a video game, we can use AI to generate character art to inspire our creative process, or generate character animations to yield natural motions that both make our game immersive and free up developers for other tasks. From a technical standpoint, implementing this change (i.e.

Generative AI 323

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Towards AI

FEBRUARY 13, 2024

Leading this revolution is ChatGPT, a state-of-the-art large language model (LLM) developed by OpenAI. Figure 3: ChatGPT prompting with images and text The essence of prompt engineering patterns Prompt engineering goes beyond mere question-asking; it’s both an art and a science.

Prompt Engineer 92

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 92

Towards AI

MARCH 17, 2024

The third section is focussed on how XAI can be implemented in enterprises and projects. Then the final section provides some notes around trustworthiness and the importance of user experience in AI. Disentangled GNN outperforms multiple black box competitors in state-of-the art session-based recommendation systems [8].

Explainable AI 97

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AWS Machine Learning Blog

APRIL 3, 2024

A multimodal embeddings model is designed to learn joint representations of different modalities like text, images, and audio. The solution design consists of two parts: data indexing and contextual search. These steps are discussed in detail in the following sections. We also include screenshots and details of the output.

Machine Learning 100

Machine Learning Generative AI Metadata ML 100

Artificial Corner

JUNE 23, 2023

Like U-Net, TransUnet includes two main sections: Encoder (Vision Transformer): Vision Transformer encodes patches of feature maps that are generated by a convolution neural network. CNN-Transformer hybrid enables us to take advantage of the intermediate high-resolution CNN feature maps in the decoding section.

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Convolutional Neural Networks Neural Network Automation Artificial Intelligence 97

AWS Machine Learning Blog

MARCH 29, 2024

Amazon Lex integrates with state-of-the-art contact centers including Amazon Connect, Genesys Cloud , and Amazon Chime SDK to facilitate a seamless omnichannel experience. In the following sections, we walk you through the steps to build the solution architecture. In the UI configuration section, set enableLiveChat to true.

Chatbots 92

Chatbots Conversational AI Software Engineer Artificial Intelligence 92

Marktechpost

OCTOBER 27, 2023

From researchers and academics to scholars, it is getting a lot of attention and is making a big impact on a lot of different industries and applications, like computer graphics, art and design, medical imaging, etc. It is separated into three main sections: duties related to creating, editing, and comprehending videos.

Artificial Intelligence 101

Artificial Intelligence Artificial Intelligence Computer Vision AI Researcher 101

Towards AI

FEBRUARY 21, 2023

Review: IDECNN-Improved Differential Evolution of Convolutional Neural Network (Image Classification) In this story, our research paper, titled: “Designing optimal convolutional neural network architecture using differential evolution algorithm” [1], is reviewed. This research is published in Patterns, Elsevier in 2022.

Convolutional Neural Networks 98

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AWS Machine Learning Blog

APRIL 9, 2024

In the following sections, we explain how you can use these features with either the AWS Management Console or SDK. To do so on the console, complete the following steps: Repeat the steps in the previous section to start testing your knowledge base. In the following sections, we explain how you can use these features with the SDK.

Machine Learning 114

Machine Learning Prompt Engineer Prompt Engineering Artificial Intelligence 114

Marktechpost

JANUARY 30, 2024

It contains several non-trivial design decisions and characteristics, which make it more difficult to keep LLM research flexible and reproducible. To illustrate, Unitxt can load HuggingFace datasets and provide outputs that follow the same format, which enables it to blend in perfectly with other sections of the software.

AI Researcher 102

AI Researcher AI Research Natural Language Processing LLM 102

AWS Machine Learning Blog

DECEMBER 22, 2023

However, these parallelism techniques can be difficult to use: different techniques and libraries are only compatible with certain workloads or restricted to certain model architectures, training performance can be highly sensitive to obscure configurations, and the state of the art is quickly evolving.

Deep Learning 98

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Pragnakalp

APRIL 10, 2023

Resumes may contain different sections, such as personal details, work experience, education, skills, and more, but their placement and formatting can vary significantly. It can extract key information and categorize them into relevant sections. This is a major pain point for so many individuals, companies, and recruitment agencies.

ChatGPT 52

ChatGPT Categorization NLP Automation 52

AssemblyAI

NOVEMBER 27, 2023

  How will you ensure the model is continuously state-of-the-art, given the speed of iteration in the field of AI? Is your engineering team equipped to quickly manage any issues customers surface with the models? A small error could result in stalled business operations for end users. 

Large Language Models 147

Large Language Models AI AI AI Modeling 147

Unite.AI

JANUARY 19, 2024

Additionally, we will analyze the results produced by state-of-the-art frameworks that employ encoder-decoder methods. Additionally, many state-of-the-art encoder-decoder methods rely on recognition for single-view 3D reconstruction tasks, which limits their reconstruction capabilities. Let’s dive in.

Convolutional Neural Networks 130

Convolutional Neural Networks Neural Network Explainability Categorization 130

Allen AI

FEBRUARY 1, 2024

A State-Of-The-Art, Truly Open LLM and Framework AI2 opens its framework for training and experimenting with large language models on Hugging Face and GitHub with the launch of our first O pen L anguage Mo del (OLMo).

LLM 98

LLM Large Language Models AI Researcher AI Research 98

Heartbeat

JANUARY 26, 2024

As we delve deeper into R and its Shiny framework, you will discover the art of designing user-friendly interfaces that can hold conversations with users. This section will explore the OpenAI API's capabilities and guide you through the setup process. Turbo being one of the most famous. Source: openai.com 2.

OpenAI 52

OpenAI Natural Language Processing Chatbots Data Scientist 52

AWS Machine Learning Blog

DECEMBER 5, 2023

This post outlines the solution and demonstrates how it can be used in AWS for popular enterprise use cases like Retrieval Augmented Generation (RAG) and with state-of-the-art LLMs like Llama 2. SGT works with state-of-the-art LLMs such as Llama 2. As described in the previous section, the SGT sits on the enterprise client side.

LLM 96

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Towards AI

OCTOBER 7, 2023

In the following sections, we’ll explore the 12 Core Principles of AI Governance, illustrating how they can be instrumental in resolving the complex dilemmas that punctuate the AI landscape. Fairness AI systems should be designed to treat all individuals and groups fairly and not discriminate against specific cohorts.

AI 62

AI AI Explainability Algorithm 62

Mlearning.ai

AUGUST 7, 2023

The authors designs and evaluate two heuristic algorithms, which the second one is better to use as they show it with their evaluations. The presentation video of the paper by one of its authors can be found in the reference section. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22).

Deep Learning 52

Deep Learning Algorithm AI AI 52

Towards AI

MARCH 3, 2024

Docker Essentials: A Beginner’s Blueprint U+1F433 Upgrade your deployment skills with the Art of Containerization pub.towardsai.net Image By Author: Dockerfile This Dockerfile sets up a Python environment based on the Python 3.8 Here, you’ll discover a variety of pre-designed templates tailored to different project requirements.

Data Science 105

Data Science Python Data Scientist Algorithm 105

Unite.AI

FEBRUARY 8, 2024

Additionally, TinySAM's design aims for hierarchical segmentation, almost doubling the inference speed without compromising performance. This article delves into the TinySAM framework, exploring its foundational principles, architecture, and performance compared to other state-of-the-art segmentation frameworks.

Computer Vision 162

Computer Vision Artificial Intelligence Artificial Intelligence 162

Chatbots Life

MAY 15, 2023

Generative AI is creating a lot of excitement due to its versatility in creating content, art, music, and augmenting data. Generative AI enhances creativity by providing new tools and techniques for artists, designers, and writers to explore and experiment with. Reduced costs.

Generative AI 98

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AWS Machine Learning Blog

DECEMBER 12, 2023

Foundation models are pre-trained on a large and broad set of general data and are meant to serve as the foundation for further optimizations in a wide range of use cases, from generating digital art to multilingual text classification. Choose Deploy. After the deployment succeeds, you should be able to see the In Service status.

LLM 99

LLM Large Language Models Generative AI Neural Network 99

AWS Machine Learning Blog

AUGUST 30, 2023

When you deploy QnABot, you can choose to automatically deploy a state-of-the-art open-source LLM model ( Falcon-40B-instruct ) on an Amazon SageMaker endpoint. New Generative AI features Using the LLM, QnABot now has two new important features, which we discuss in this section. We also discuss some relevant use cases. Does it scale?

Large Language Models 102

Large Language Models LLM Automation Generative AI 102

Unite.AI

AUGUST 15, 2023

Copy AI is a powerful AI writing tool designed to help you write copy for email marketing, blog content, social media posts, and more. Jasper Art: Jasper doesn't stop at content creation; it also has its own AI art generator! Jasper Art allows you to generate unique images in different styles to complement your content.

AI 246

AI AI Chatbots Natural Language Processing 246

AWS Machine Learning Blog

FEBRUARY 24, 2023

AWS recently released Amazon SageMaker geospatial capabilities to provide you with satellite imagery and geospatial state-of-the-art machine learning (ML) models, reducing barriers for these types of use cases. In the following sections, we dive into each pipeline in more detail. About the Authors Vamshi Krishna Enabothala is a Sr.

Computer Vision 85

Computer Vision Metadata Machine Learning ML 85

AWS Machine Learning Blog

APRIL 8, 2024

With these state-of-the-art technologies, you can ingest text corpora, index critical knowledge, and generate text that answers users’ questions precisely and clearly. The following diagram shows the step-by-step architecture of this solution outlined in the following sections.

LLM 99

LLM Large Language Models Machine Learning Data Ingestion 99

Mlearning.ai

MAY 10, 2023

The Hand-icap of AI Art : Exploring the Intricate Challenge of Drawing Hands Getting a Grip on the Technical and Anatomical Factors behind AI-Generated Hand Drawings. In this story, I mostly target developers and artists interested in AI-generated art. BECOME a WRITER at MLearning.ai

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Algorithm AI 98

John Snow Labs

AUGUST 3, 2023

This cutting-edge NLP toolkit is at the forefront of language processing advancements, incorporating state-of-the-art techniques and algorithms to enhance the capabilities of our models significantly. withColumn("parameters", df.rxhcc_profile.getItem("parameters")).withColumn("details",

NLP 97

NLP Metadata Algorithm 97

Pickl AI

NOVEMBER 2, 2023

Data Visualization Presenting data in a comprehensible manner is an art. Data Types and Establishments In this Cheat Sheets for Data Scientists section, you will get quick and easy access to all the essential information related to the below topics. Here are some key points you’ll find in cheat sheets covering these areas.

Data Scientist 52

Data Scientist Data Science Neural Network Deep Learning 52

Google Research AI blog

AUGUST 17, 2023

For example, CHITA can be 20x to 1000x faster than state-of-the-art methods for pruning ResNet and improves accuracy by over 10% in many settings. relating to second derivatives ) achieve the state of the art in many settings. In the sections below, we discuss CHITA’s pruning formulation and algorithms.

Neural Network 98

Neural Network Algorithm Machine Learning 98