Marktechpost

FEBRUARY 14, 2024

The seamless integration of Large Language Models (LLMs) into the fabric of specialized scientific research represents a pivotal shift in the landscape of computational biology, chemistry, and beyond. Addressing this challenge, a groundbreaking framework developed at Microsoft Research, TAG-LLM, emerges.

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LLM Natural Language Processing Large Language Models AI 116

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.

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Prompt Engineer Prompt Engineering Large Language Models LLM 277

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

FEBRUARY 28, 2024

  This article examines how Speech AI models can serve as foundational building blocks for these advanced AI video editing tools and platforms. Before we jump into Speech AI models, let’s first look more closely at what AI video editing is. What is AI video editing? What is AI video editing?

Large Language Models 147

Large Language Models AI AI AI Modeling 147

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.

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Large Language Models Data Analysis AI AI 275

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.

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Neural Network Large Language Models LLM BERT 182

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.

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Algorithm BERT Large Language Models ML 99

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.

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Large Language Models LLM Machine Learning DevOps 189

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.

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Categorization Auto-complete AI Modeling LLM 264

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.

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Large Language Models Neural Network ChatGPT AI 170

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.

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Large Language Models AI AI AI Modeling 130

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.

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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.

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NLP Automation ML Large Language Models 88

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.

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Prompt Engineer Prompt Engineering Generative AI Python 109

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

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.

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Computer Vision Natural Language Processing Categorization Chatbots 52

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.

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Generative AI Prompt Engineer Prompt Engineering Computer Vision 91

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.

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Large Language Models AI AI ChatGPT 126

Towards AI

DECEMBER 28, 2023

Later, Python gained momentum and surpassed all programming languages, including Java, in popularity around 2018–19. The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP).

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Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 107

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.

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Artificial Intelligence Artificial Intelligence AI Researcher AI Research 120

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.

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AI Chatbots AI AI Chatbots 241

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

Marktechpost

SEPTEMBER 6, 2023

GPT3, LaMDA, PALM, BLOOM, and LLaMA are just a few examples of large language models (LLMs) that have demonstrated their ability to store and apply vast amounts of information. For many reasons, it is difficult for today’s most advanced vision-language models (VLMs) to respond satisfactorily to such inquiries.

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Large Language Models LLM Metadata AI 134

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.

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Generative AI AI Tools AI AI 244

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.

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Neural Network BERT Large Language Models Deep Learning 147

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.

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Generative AI AI Modeling Neural Network AI 182

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

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Neural Network Machine Learning Large Language Models Automation 99

IBM Journey to AI blog

SEPTEMBER 20, 2023

Foundational models (FMs) are marking the beginning of a new era in machine learning (ML) and artificial intelligence (AI) , which is leading to faster development of AI that can be adapted to a wide range of downstream tasks and fine-tuned for an array of applications. What are large language models?

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Large Language Models DevOps AI Modeling Automation 211

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

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

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.

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Natural Language Processing BERT Large Language Models ML 278

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.

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AI AI ML Artificial Intelligence 130

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

OCTOBER 3, 2023

This distinction is essential for a variety of uses, such as building playlists for particular objectives, concentration, or relaxation, and even as a first step in language categorization for singing, which is crucial in marketplaces with numerous languages. This method consists of three main stages, which are as follows.

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Artificial Intelligence Artificial Intelligence Neural Network Categorization 127

Unite.AI

OCTOBER 6, 2023

For example if you are working on natural language processing problems on local African languages, some languages only have thousands of native speakers; some are not even written. The DeepMind competition was to develop deep learning models to identify sea turtles using the unique patterns on their faces.

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Data Scientist Data Science Machine Learning Natural Language Processing 289

AssemblyAI

OCTOBER 2, 2023

Share any innovations you're working on to Discord or tag us on Twitter or LinkedIn ! Discover how to enrich your queries to Large Language Models with relevant documents and delve deep into performing RAG on audio data using LangChain and Chroma. Deploy FALCON-180B Instantly!

Large Language Models 130

Large Language Models OpenAI AI Tools AI Modeling 130

Marktechpost

DECEMBER 14, 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 92

Artificial Intelligence Artificial Intelligence AI Researcher AI Research 92