Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. Generative models like GPT-4 can produce new data based on existing inputs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Marktechpost

NOVEMBER 18, 2023

Consequently, the researchers of Reworkd have formulated Tarsier, an open-source Python library to facilitate web interaction with multi-modal Language Models (LLMs) like GPT-4. It is achieved by visually tagging elements using brackets and unique identifiers, such as IDs.

Python 106

Python LLM AI AI 106

Unite.AI

MAY 10, 2024

Imagine a regional retail manager, distributor, manufacturer, or procurement officer waking on a Monday, launching a familiar AI chatbot (maybe even voice activated), and asking in natural language if their supply chain is optimized for the week. And if it’s not, asking how the supply chain can be adjusted to meet their goals.

ESG 262

ESG Chatbots Artificial Intelligence Artificial Intelligence 262

Unite.AI

OCTOBER 3, 2023

Large Language Models (LLMs) have recently taken center stage, thanks to standout performers like ChatGPT. When Meta introduced their Llama models, it sparked a renewed interest in open-source LLMs. This model can be easily downloaded by anyone from GitHub and even via a 13.4-gigabyte gigabyte torrent.

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Large Language Models Convolutional Neural Networks AI AI 334

Unite.AI

OCTOBER 19, 2023

Large Language Models can craft poetry, answer queries, and even write code. Other significant models like MusicLM, CLIP, and PaLM has also emerged. OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. These models are vast, with billions, or even trillions, of parameters.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models LLM 277

AssemblyAI

SEPTEMBER 29, 2023

Discover how you can use Automatic Speech Recognition and AI models to build tools that increase efficiency within the following areas: 1. AI models can also be used to identify speakers and key phrases , allowing users to search for specific words, numbers, and phrases within transcripts. Content management 2.

Categorization 264

Categorization Auto-complete AI Modeling LLM 264

AssemblyAI

FEBRUARY 1, 2024

Generate tags, titles, and descriptions from your audio data.  With LeMUR, you can send any prompt to the LLM and easily apply the model to your transcribed audio files.  Our LeMUR guides will show you how to: Summarize your audio data with key takeaways.    Get answers to questions about your audio.

Large Language Models 173

Large Language Models Python Generative AI LLM 173

AssemblyAI

MAY 4, 2023

Thankfully, significant strides in AI research–like the research behind Stable Diffusion, modern Large Language Models, and Poisson Flow Generative Models–have now made AI a formidable co-pilot to help companies ask the right questions, make sense of patterns, and build better products.

Large Language Models 275

Large Language Models Data Analysis AI AI 275

AWS Machine Learning Blog

MAY 15, 2024

We cover the technical implementation using the Anthropic Claude large language model (LLM) on Amazon Bedrock and AWS Lambda deployed with the AWS Serverless Application Model (AWS SAM). model on Amazon Bedrock to generate exam questions and answers as a JSON file. For more information, see Model access.

Prompt Engineer 109

Prompt Engineer Prompt Engineering Generative AI Python 109

Marktechpost

MAY 28, 2024

Federated learning enables collaborative model training by aggregating gradients from multiple clients, thus preserving their private data. DAGER outperforms previous attacks in speed, scalability, and reconstruction quality, recovering batches up to size 128 on large language models like GPT-2, LLaMa-2, and BERT.

Algorithm 99

Algorithm BERT Large Language Models ML 99

Marktechpost

AUGUST 19, 2023

Have you ever considered how large language models like ChatGPT would obtain the instruction-following ability? Various foundation language models obtain it through supervised fine-tuning ( SFT ). They claim that model ability grows with more complex and diverse data.

Chatbots 79

Chatbots ChatGPT Large Language Models Explainability 79

Marktechpost

APRIL 29, 2024

A group of researchers in France introduced Dr.Benchmark to address the need for the evaluation of masked language models in French, particularly in the biomedical domain. The scarcity of evaluation benchmarks in the biomedical domain in languages other than English and Chinese has made this even more challenging.

NLP 88

NLP Automation ML Large Language Models 88

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. Each model has unique attributes and capabilities, pushing the boundaries of creativity and utility in AI-driven image generation.

Natural Language Processing 87

Natural Language Processing Categorization AI AI 87

Marktechpost

APRIL 20, 2024

Running Llama 3 locally on your PC or Mac has become more accessible thanks to various tools that leverage this powerful language model’s open-source capabilities. This command downloads the 8B instruct model by default. Image Source To run Llama 3, use the command: ‘ollama run llama3’.

Chatbots 108

Chatbots ChatGPT Artificial Intelligence Artificial Intelligence 108

Flipboard

JUNE 11, 2023

GitHub Copilot , built on top of OpenAI Codex , a system that translates natural language to code, can make code recommendations in different programming languages based on the appropriate prompts. ChatGPT, by itself, is just a natural-language interface for the underlying GPT-3 (and now GPT-4 ) language model.

Large Language Models 170

Large Language Models Neural Network ChatGPT AI 170

Viso.ai

MAY 13, 2024

The process involves classifying blocks of text, tagging text elements for semantic annotation and understanding, or associating intent with conversational data. Each of these methodologies trains machine learning models for different practical use cases. The challenges hamper the annotation quality and impact model performance.

Computer Vision 52

Computer Vision Natural Language Processing Categorization Chatbots 52

Unite.AI

MAY 8, 2024

Obtaining high-quality labeled data for training supervised GNN models can be expensive and time-consuming. In parallel, Large Language Models (LLMs) like GPT-4, and LLaMA have taken the world by storm with their incredible natural language understanding and generation capabilities.

Neural Network 182

Neural Network Large Language Models LLM BERT 182

AssemblyAI

NOVEMBER 8, 2023

1: Visual comparison between outputs of the previous production models for Punctuation Restoration and Truecasing (red) and the new models (green) We’re introducing new models for Punctuation Restoration and Truecasing, which outperform our previous production models on a variety of data and metrics.

Neural Network 147

Neural Network BERT Large Language Models Deep Learning 147

Unite.AI

APRIL 23, 2024

You can work with account managers who will help you build and launch your quiz, and utilize AI, tags, collections, and conditional logic to create product quizzes tailored to your customers' needs. turbo model to analyze products, collections, pages, and blog posts, generating SEO-optimized content based on the user's preferences.

AI Chatbots 241

AI Chatbots AI AI Chatbots 241

AWS Machine Learning Blog

MARCH 13, 2024

By orchestrating toxicity classification with large language models (LLMs) using generative AI, we offer a solution that balances simplicity, latency, cost, and flexibility to satisfy various requirements. Latency and cost are also critical factors that must be taken into account.

LLM 101

LLM Natural Language Processing Prompt Engineer Prompt Engineering 101

AssemblyAI

SEPTEMBER 27, 2023

Speech AI applies AI models to understand speech or spoken data. Speech AI can encompass: Automatic Speech Recognition (ASR): Automatic speech recognition (ASR) models transcribe and process human speech into readable text. This addition eases use for podcast creators and facilitates a better listener experience.

Large Language Models 130

Large Language Models AI AI AI Modeling 130

AWS Machine Learning Blog

OCTOBER 6, 2023

As we delve deeper into the digital era, the development of multimodality models has been critical in enhancing machine understanding. These models process and generate content across various data forms, like text and images. In this post, we provide an overview of popular multimodality models.

Generative AI 91

Generative AI Prompt Engineer Prompt Engineering Computer Vision 91

Marktechpost

DECEMBER 31, 2023

Large Language Models (LLMs), the latest innovation of Artificial Intelligence (AI), use deep learning techniques to produce human-like text and perform various Natural Language Processing (NLP) and Natural Language Generation (NLG) tasks.

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AI Researcher AI Research Large Language Models Natural Language Processing 133

Unite.AI

OCTOBER 16, 2023

These models are trained on vast datasets encompassing a broad spectrum of internet text. However, with great power comes great responsibility, and managing these behemoth models in a production setting is non-trivial. Through training, LLMs learn to predict the next word in a sequence, given the words that have come before.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

Unite.AI

JULY 24, 2023

A survey revealed that 76% of shoppers prefer information in their native language , regardless of their level of English proficiency. Thanks to the growing adoption of generative AI tools such as ChatGPT, businesses now have the capacity to tailor their go-to-market communications and make them available in multiple languages.

Generative AI 244

Generative AI AI Tools AI AI 244

Unite.AI

SEPTEMBER 6, 2023

It converts raw streams of transactions into contextualized, structured information by combining data from multiple sources, including natural language models, search engines, internal databases, external APIs, and existing transaction data from across our network. You grew up in Armenia, without electricity during a war.

Natural Language Processing 278

Natural Language Processing BERT Large Language Models ML 278

AssemblyAI

APRIL 15, 2024

Advanced Speech AI technology (which includes Speech-to-Text AI) uses artificial intelligence, machine learning, and natural language processing to deliver human-level accuracy that can understand multiple languages—whether the speech is accented or not. 

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

Marktechpost

JANUARY 30, 2024

Large language models (LLMs) have made impressive advancements in generating coherent text for various activities and domains, including grammatical error correction (GEC), text simplification, paraphrasing, and style transfer. Their data and models are publicly available. This can be challenging, even for experienced authors.

Large Language Models 126

Large Language Models AI AI ChatGPT 126

Marktechpost

MAY 2, 2024

Current approaches involve large language models (LLMs) and datasets that link code to English descriptions. However, the datasets in use have notable shortcomings, such as insufficient samples, vague descriptions, or a focus on interpreted languages instead of compiled ones. With over 1.1

Neural Network 99

Neural Network Machine Learning Large Language Models Automation 99

Marktechpost

NOVEMBER 22, 2023

Researchers from Alibaba Group introduced Qwen-Audio, which addresses the challenge of limited pre-trained audio models for diverse tasks. A hierarchical tag-based multi-task framework is designed to avoid interference issues from co-training. Investigating task-specific fine-tuning can enhance performance.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 120

Flipboard

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. In this post, we show you how SnapLogic , an AWS customer, used Amazon Bedrock to power their SnapGPT product through automated creation of these complex DSL artifacts from human language.

ETL 112

ETL Prompt Engineer Prompt Engineering Generative AI 112

Marktechpost

OCTOBER 23, 2023

Artificial intelligence content generation’s rapid evolution, particularly in text-to-image (T2I) models, has ushered in a new era of high-quality, diverse, and creative AI-generated content. The state-of-the-art methods in T2I models, such as Stable Diffusion, have excelled in generating high-quality images from text prompts.

Large Language Models 115

Large Language Models Prompt Engineer Prompt Engineering LLM 115

Unite.AI

JUNE 14, 2023

In this article, we will explore how Generative AI is relevant to security, why it addresses long-standing challenges that previous approaches couldn't solve, the potential disruptions it can bring to the security ecosystem, and how it differs from older Machine Learning (ML) models. GitHub) that are partially tagged for security issues.

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LLM Generative AI Automation Machine Learning 275

Bitext

SEPTEMBER 22, 2023

Since all these models rely on very similar datasets and architectures, they tend to be indistinguishable in practice from each other. This lack of differentiation leads to AI applications that offer undifferentiated experiences since they are based on similar models with similar data and similar architectures.

LLM 52

LLM NLP Chatbots AI 52

Marktechpost

JUNE 26, 2023

The search for general-purpose AI systems has facilitated the development of capable end-to-end trainable models, many of which aim to provide a simple natural language interface for a user to engage with the model. They can also be pre-built computer vision models.

Computer Vision 87

Computer Vision AI AI AI Tools 87

Marktechpost

JANUARY 26, 2024

A key challenge in text-to-music generation using diffusion models is controlling pre-trained text-to-music diffusion models at inference time. While effective, these models can only sometimes produce fine-grained and stylized musical outputs. Research in the field of computer-generated music has made significant progress.

AI 130

AI AI ML Artificial Intelligence 130

Unite.AI

JANUARY 9, 2024

Yet these powerful models also pose concerning risks around reproducing copyrighted or plagiarized content without proper attribution. It learns the correlations between words, sentences, paragraphs, language structure, and other features. are more prone to regenerating verbatim text passages compared to smaller models.

Generative AI 182

Generative AI AI Modeling Neural Network AI 182