Marktechpost

MAY 28, 2024

DAGER overcomes these limitations by supporting large batches and sequences for encoder and decoder transformers. It also works for token prediction and sentiment analysis without strong data priors, demonstrating exact reconstruction for transformer-based language models. Its efficiency was highlighted by reduced computation times.

Algorithm 99

Algorithm BERT Large Language Models ML 99

Marktechpost

AUGUST 19, 2023

Researchers at Alibaba DAMO Academy propose an open-set fine-grained tagger called “InsTag” to tag samples within the SFT dataset based on semantics and intentions to define instruction diversity and complexity regarding tasks. InsTag is an automatic Instruction Tagging method empowered by the high-performing chatbot ChatGPT.

Chatbots 79

Chatbots ChatGPT Large Language Models Explainability 79

Unite.AI

APRIL 4, 2024

As artificial intelligence (AI) continues to transform various aspects of modern work, AI-powered document management systems have emerged as game-changers, offering unparalleled efficiency, accuracy, and security.

Automation 278

Automation Machine Learning AI AI 278

Unite.AI

OCTOBER 3, 2023

To create affordable, open-source LLMs that are as good as top-tier models such as GPT-4, but without the hefty price tag or complexity. In standard transformers, attention scores are calculated with the formula: Transformers Attention Formula The formula for these scores involves a crucial step – the matrix multiplication of Q and K.

Large Language Models 334

Large Language Models Convolutional Neural Networks AI AI 334

Unite.AI

AUGUST 1, 2023

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Unite.AI

JUNE 27, 2023

billion price tag may seem hefty, it's a calculated bet by Databricks on the growing importance of ML optimization. This could transform how organizations leverage machine learning, reducing barriers to adoption and enabling more widespread use of ML technologies. Implications and Future of Databricks' Expansion While the $1.3

Machine Learning 240

Machine Learning ML Data Scientist AI Developer 240

Unite.AI

OCTOBER 19, 2023

GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. The Architecture: LLM and Its Vulnerabilities LLMs, especially those like GPT-4, are built on a Transformer architecture. While it has employed various versions of the GPT model, GPT-4 is its most recent iteration.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models LLM 277

Unite.AI

AUGUST 14, 2023

Other problems with OpenAI could be the steep price tag. $20 ” The rules for AI are no different, the state of the industry is exponentially growing according to Ray Kurzweil's Law of Accelerating Returns , and this short-term traffic dip could be meaningless in the larger context of how AI will transform society.

OpenAI 243

OpenAI Artificial Intelligence Artificial Intelligence Generative AI 243

Unite.AI

MAY 10, 2024

But transformative supply chain AI — including vastly powerful generative AI, which creates fresh insights, outcomes, processes, and efficiencies from massive datasets — requires we flip the equation on its head. There are those who extol AI for its potential to create greater visibility into supply chain operations.

ESG 262

ESG Chatbots Artificial Intelligence Artificial Intelligence 262

Snorkel AI

OCTOBER 23, 2023

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

Automation 64

Automation Computer Vision Machine Learning Data Scientist 64

Marktechpost

MAY 28, 2024

Four key models, DALL-E, CLIP, VQ-VAE-2, and ImageGPT, stand out as transformative technologies that have redefined what AI can accomplish in generating and understanding visual content. This method leverages the same transformer architecture that powers GPT-3’s natural language processing abilities.

Natural Language Processing 87

Natural Language Processing Categorization AI AI 87

AssemblyAI

OCTOBER 2, 2023

Share any innovations you're working on to Discord or tag us on Twitter or LinkedIn ! Discover how these groundbreaking models are transforming image generation, creating coherent and imaginative visuals with just a text prompt. With easy-to-use code snippets for common use-cases, get started with our powerful API today!

Large Language Models 130

Large Language Models OpenAI AI Tools AI Modeling 130

Towards AI

MARCH 31, 2024

Believe me, there are transformers at the NLP center today. Transformers, in short, are deep learning architectures that allow you to find meaningful relationships between words in text. Depending on your task, you can use many transformers. Next, we’ll leverage a RoBERTa-base model with the transformers library.

NLP 52

NLP Explainability Deep Learning BERT 52

Snorkel AI

OCTOBER 23, 2023

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

Automation 59

Automation Computer Vision Machine Learning Data Scientist 59

AWS Machine Learning Blog

OCTOBER 6, 2023

Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images. This is where the power of auto-tagging and attribute generation comes into its own.

Generative AI 91

Generative AI Prompt Engineer Prompt Engineering Computer Vision 91

Marktechpost

DECEMBER 31, 2023

Trained on large amounts of textual data, these models perform various tasks, including generating meaningful responses to questions, text summarization, translations, text-to-text transformation, and code completion. The team has summarized their primary contributions as follows. The dataset covers three grounded generation tasks.

AI Researcher 133

AI Researcher AI Research Large Language Models Natural Language Processing 133

AssemblyAI

MAY 4, 2023

With AssemblyAI, Marvin also released Live Notes with advanced AI , AI summaries, automated tagging and note-taking, and other tools that integrate with Zoom, Google Meet, and other video conferencing platforms. This capability was the first of its kind in the user research industry.

Large Language Models 275

Large Language Models Data Analysis AI AI 275

Marktechpost

OCTOBER 17, 2023

Diverging from conventional methods, ProGen leverages a comprehensive dataset of protein sequences and incorporates conditioning tags to train the model to comprehend the intricate language of proteins.

Artificial Intelligence 81

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 81

Aiiot Talk

APRIL 13, 2024

Implementing augmented reality (AR) and virtual reality (VR) into education is now an option for the average household, transforming how parents home-school their children. If the price tags are still too high, consider sourcing your equipment second-hand through online swaps or thrift stores. Why Use AR and VR for Home-Schooling?

Robotics 130

Robotics Artificial Intelligence Artificial Intelligence 130

Marktechpost

MARCH 30, 2024

This innovative open-source library is not merely an advancement; it’s a transformation set to empower robots with unparalleled autonomous behaviors. RAM (Recognize Anything Model by OPPO Research Institute): This model focuses on zero-shot image tagging, recognizing the presence of objects based on textual descriptions.

Artificial Intelligence 86

Artificial Intelligence Artificial Intelligence Robotics ML 86

Unite.AI

APRIL 15, 2024

The company's commitment to advancing professional video editing capabilities is evident in this preview of the breakthrough generative AI innovations set to transform the industry. What Are the New Generative AI Tools in Premiere Pro?

AI Tools 173

AI Tools Generative AI AI AI 173

Marktechpost

APRIL 29, 2024

This benchmark comprises 20 diversified tasks, including named-entity recognition, part-of-speech tagging, question-answering, semantic textual similarity, and classification. It leverages the HuggingFace Datasets and the Transformers library for data loading, pre-training, and evaluation.

NLP 88

NLP Automation ML Large Language Models 88

AssemblyAI

APRIL 15, 2024

Below, we'll walk you through everything you need to know about Speech AI technology and how it can transform your transcription services. Speech AI technology often refers to speech-to-text AI models that transform voice data into actionable, accurate transcripts. What is Speech AI technology?

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

AWS Machine Learning Blog

APRIL 19, 2024

Amazon Personalize accelerates your digital transformation with machine learning (ML), making it effortless to integrate personalized recommendations into existing websites, applications, email marketing systems, and more. Optionally, add any tags.

Auto-complete 90

Auto-complete ML Software Engineer Machine Learning 90

IBM Journey to AI blog

OCTOBER 3, 2023

The rise of online commerce over the last two decades has completely transformed the retail and consumer goods industries—and with smartphone adoption accelerating globally, the share of shopping done via the internet will only continue to expand.

Automation 201

Automation AI AI AI Automation 201

Snorkel AI

AUGUST 22, 2023

What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner. Examples of theme-related tags include “Outer Space Rug,” “Bird Decorative Object,” etc.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Snorkel AI

AUGUST 22, 2023

What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner. Examples of theme-related tags include “Outer Space Rug,” “Bird Decorative Object,” etc.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

NVIDIA

JANUARY 9, 2024

The retail industry is in the midst of a major technology transformation, fueled by the rise in AI. Retailers recognized the transformative potential of generative AI, with 86% expressing a desire to use it to enhance customer experiences.

Generative AI 108

Generative AI AI AI Automation 108

AWS Machine Learning Blog

MARCH 13, 2024

You will find the chat message in tag, and find the policy in the tag. You can find additional rules in the tag to assist your decision. Please consider and provide your analysis in the tag, breaking down each rule in the rule section, and keep and analysis within 100 words. Respond in the tag with either 'Y' or 'N'.

LLM 101

LLM Natural Language Processing Prompt Engineer Prompt Engineering 101

Flipboard

NOVEMBER 24, 2023

This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more. In the following improved prompt, notice the addition of examples enclosed in XML tags.

ETL 112

ETL Prompt Engineer Prompt Engineering Generative AI 112

Marktechpost

MAY 2, 2024

The team designed a method to extract data from this vast resource, transforming it into a structured dataset that pairs binaries with textual descriptions. The researchers’ approach involved parsing Stack Overflow pages tagged with C or C++ and converting them into snippets.

Neural Network 99

Neural Network Machine Learning Large Language Models Automation 99

Artificial Corner

JUNE 16, 2023

Machine Learning System Design Series Learn how a photo tagging system, like the one used by Facebook, works in detail. Facebook tag suggestion system — Source: [link] No matter how old you are, I bet you have crossed Facebook or Instagram once. The core of our solution is a system that suggests photo tags based on who’s in them.

Algorithm 52

Algorithm Machine Learning ML Explainability 52

Mlearning.ai

AUGUST 6, 2023

I was constantly on the lookout for trending topics, striving to author engaging articles, and ensuring my content was SEO-optimized with relevant tags. This feature alone was transformative. Furthermore, the tool automated the process of tagging articles based on the content — an essential factor for SEO.

Automation 52

Automation AI AI ChatGPT 52

ODSC - Open Data Science

SEPTEMBER 12, 2023

A purpose-built time series database, on the other hand, can easily maintain this type of metadata in the form of tags or labels associated with each time series. And retrieving data is straightforward with a query language like SQL where you can filter by value, tag, time range, and more.

Data Scientist 97

Data Scientist Data Science Metadata Python 97

IBM Journey to AI blog

DECEMBER 19, 2023

As practices like DevOps , cloud native , serverless and site reliability engineering (SRE) mature, the focus is shifting toward significant levels of automation, speed, agility and business alignment with IT (which helps enterprise IT transform into engineering organizations).

DevOps 163

DevOps Automation Software Development 163

Unite.AI

NOVEMBER 27, 2023

The latest revolution comes in the form of artificial intelligence (AI), transforming how we conceive, create, and customize fashion. Photo Upload and Enhancement: Enables users to upload existing design photos for AI-enhanced tweaking and transformation. Brand Recommendations: Suggests fashion brands that align with user preferences.

AI 312

AI AI Artificial Intelligence Artificial Intelligence 312

Unite.AI

SEPTEMBER 6, 2023

In the world of technology, innovative tools are readily available and constantly advancing, granting individuals the ability to spark transformation without unnecessary hurdles. This environment fosters the transformation of ideas into reality, unhindered by unnecessary permissions – a facet that really fascinated me.

Natural Language Processing 278

Natural Language Processing BERT Large Language Models ML 278