Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) signify a revolutionary leap in numerous application domains, facilitating impressive accomplishments in diverse tasks. Yet, their immense size incurs substantial computational expenses. With billions of parameters, these models demand extensive computational resources for operation.

Large Language Models 132

Large Language Models Categorization Natural Language Processing Algorithm 132

Flipboard

FEBRUARY 10, 2025

What Is Ollama and the Ollama API Functionality Ollama is an open-source framework that enables developers to run large language models (LLMs) like Llama 3.2 Vision locally on their machines. Vision directly on your local machine. With Ollamas model management sorted, its time to meet Llama 3.2,

Chatbots 149

Chatbots Computer Vision Deep Learning Large Language Models 149

Marktechpost

MAY 10, 2024

Multimodal large language models (MLLMs) represent a cutting-edge intersection of language processing and computer vision, tasked with understanding and generating responses that consider both text and imagery. If you like our work, you will love our newsletter.

Large Language Models 120

Large Language Models Computer Vision Data Quality ML 120

Analytics Vidhya

JULY 1, 2024

Introduction This article explores Vision Language Models (VLMs) and their advantages over traditional computer vision-based models. Learning Objectives This article was published as a part […] The post What are Pre-training Methods of Vision Language Models?

Computer Vision 318

Computer Vision OpenAI Large Language Models 318

Marktechpost

JANUARY 31, 2024

Researchers from Shanghai AI Laboratory introduced HuixiangDou, a technical assistant based on Large Language Models (LLM), to tackle these issues, marking a significant breakthrough. HuixiangDou is designed for group chat scenarios in technical domains like computer vision and deep learning.

Large Language Models 131

Large Language Models LLM Computer Vision Deep Learning 131

Unite.AI

NOVEMBER 5, 2024

The Ascend 910C delivers high computational power, consuming around 310 watts. The chip is designed for flexibility and scalability, enabling it to handle various AI workloads such as Natural Language Processing (NLP) , computer vision , and predictive analytics. The timing of the Ascend 910C launch is significant.

Deep Learning 189

Deep Learning AI AI Neural Network 189

Towards AI

DECEMBER 16, 2024

From breakthroughs in large language models to revolutionary approaches in computer vision and AI safety, the research community has outdone itself. Vision Mamba Summary: Vision Mamba introduces the application of state-space models (SSMs) to computer vision tasks.

AI Research 111

AI Research AI Researcher Computer Vision Neural Network 111

Marktechpost

SEPTEMBER 20, 2024

Multimodal large language models (MLLMs) focus on creating artificial intelligence (AI) systems that can interpret textual and visual data seamlessly. The NVLM-H model, in particular, strikes a balance between image processing efficiency and multimodal reasoning accuracy, making it one of the most promising models in this field.

Large Language Models 128

Large Language Models Natural Language Processing Computer Vision AI 128

Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. If you like our work, you will love our newsletter.

Large Language Models 130

Large Language Models Natural Language Processing LLM Computer Vision 130

Marktechpost

DECEMBER 27, 2023

In the evolving landscape of artificial intelligence and machine learning, the integration of visual perception with language processing has become a frontier of innovation. This integration is epitomized in the development of Multimodal Large Language Models (MLLMs), which have shown remarkable prowess in a range of vision-language tasks.

Large Language Models 141

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 141

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction OpenAI’s development of CLIP (Contrastive Language Image Pre-training) has seen a lot of development in multimodal and natural language models. With different applications, this computer vision system can help represent text and images in a vector format.

Computer Vision 270

Computer Vision OpenAI Large Language Models Generative AI 270

Marktechpost

NOVEMBER 22, 2023

The popularity of NLP encourages a complementary strategy in computer vision. Unique obstacles arise from the necessity for broad perceptual capacities in universal representation for various vision-related activities. Their method achieves a universal representation and has wide-ranging use in many visual tasks.

Computer Vision 133

Computer Vision Natural Language Processing NLP Large Language Models 133

Marktechpost

MAY 29, 2024

Multimodal Large Language Models (MLLMs) represent an advanced field in artificial intelligence where models integrate visual and textual information to understand and generate responses. If you like our work, you will love our newsletter.

Large Language Models 128

Large Language Models LLM Artificial Intelligence Artificial Intelligence 128

NYU Center for Data Science

JANUARY 29, 2025

To address this issue, the team developed DRoP (Distributionally Robust Pruning), a new pruning approach that carefully selects how many samples to keep from each class based on how difficult that class is for the model to learn. You need to balance these domains while removing redundancy to ensure the model performs well across all ofthem.

Computer Vision 69

Computer Vision Large Language Models Machine Learning Explainability 69

Marktechpost

FEBRUARY 29, 2024

Large Language Models (LLMs) have extended their capabilities to different areas, including healthcare, finance, education, entertainment, etc. These models have utilized the power of Natural Language Processing (NLP), Natural Language Generation (NLG), and Computer Vision to dive into almost every industry.

Large Language Models 131

Large Language Models Machine Learning LLM Natural Language Processing 131

Unite.AI

OCTOBER 17, 2024

Some of the earliest and most extensive work has occurred in the use of deep learning and computer vision models. observational studies and clinical trials–have used population-focused modeling approaches that rely on regression models, in which independent variables are used to predict outcomes.

Neural Network 263

Neural Network Convolutional Neural Networks Large Language Models Computer Vision 263

Analytics Vidhya

APRIL 14, 2023

As artificial intelligence (AI) continues to evolve, so do the capabilities of Large Language Models (LLMs). These models use machine learning algorithms to understand and generate human language, making it easier for humans to interact with machines.

Large Language Models 358

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 358

Unite.AI

OCTOBER 27, 2024

The ecosystem has rapidly evolved to support everything from large language models (LLMs) to neural networks, making it easier than ever for developers to integrate AI capabilities into their applications. environments.

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

AWS Machine Learning Blog

JUNE 18, 2024

Traditional neural network models like RNNs and LSTMs and more modern transformer-based models like BERT for NER require costly fine-tuning on labeled data for every custom entity type. By using the model’s broad linguistic understanding, you can perform NER on the fly for any specified entity type.

Large Language Models 120

Large Language Models Natural Language Processing LLM Computer Vision 120

Marktechpost

MARCH 24, 2024

Recent advancements in multimodal large language models (MLLM) have revolutionized various fields, leveraging the transformative capabilities of large-scale language models like ChatGPT. If you like our work, you will love our newsletter.

Large Language Models 134

Large Language Models Natural Language Processing Robotics ChatGPT 134

Marktechpost

JUNE 23, 2024

Existing work includes isolated computer vision techniques for image classification and natural language processing for textual data analysis. The difficulty lies in extracting relevant information from images and correlating it with textual data, essential for advancing research and applications in this field.

Large Language Models 123

Large Language Models Computer Vision Natural Language Processing Data Analysis 123

Unite.AI

OCTOBER 27, 2023

This approach unleashes the full potential of 2D models and strategies to scale them to the 3D world. In this article, we will delve deeper into 3D computer vision and the Uni3D framework, exploring the essential concepts and the architecture of the model. So, let’s begin.

Computer Vision 264

Computer Vision NLP Natural Language Processing Large Language Models 264

Analytics Vidhya

MARCH 15, 2023

Introduction Recently, Large Language Models (LLMs) have made great advancements. However, ChatGPT is limited in processing visual information since it’s trained with a single language modality.

ChatGPT 337

ChatGPT Large Language Models AI AI 337

Marktechpost

APRIL 29, 2024

Evaluating Multimodal Large Language Models (MLLMs) in text-rich scenarios is crucial, given their increasing versatility. MLLMs like GPT-4V, Gemini-Pro-Vision, and Claude-3-Opus showcase impressive capabilities but lack comprehensive evaluation in text-rich contexts. If you like our work, you will love our newsletter.

Large Language Models 125

Large Language Models ML Computer Vision AI 125

Marktechpost

JULY 1, 2024

A major challenge in computer vision and graphics is the ability to reconstruct 3D scenes from sparse 2D images. Don’t Forget to join our 45k+ ML SubReddit The post Pruner-Zero: A Machine Learning Framework for Symbolic Pruning Metric Discovery for Large Language Models (LLMs) appeared first on MarkTechPost.

Large Language Models 109

Large Language Models Machine Learning Neural Network Robotics 109

Marktechpost

OCTOBER 6, 2024

The rise of powerful image editing models has further blurred the line between real and fake content, posing risks such as misinformation and legal issues. The post FakeShield: An Explainable AI Framework for Universal Image Forgery Detection and Localization Using Multimodal Large Language Models appeared first on MarkTechPost.

Large Language Models 116

Large Language Models Explainability Explainable AI AI 116

Marktechpost

OCTOBER 12, 2024

Multimodal Large Language Models (MLLMs) have made significant progress in various applications using the power of Transformer models and their attention mechanisms. Researchers are focusing on addressing these biases without altering the model’s weights.

Large Language Models 109

Large Language Models LLM ML Computer Vision 109

AWS Machine Learning Blog

OCTOBER 14, 2024

With recent advances in large language models (LLMs), a wide array of businesses are building new chatbot applications, either to help their external customers or to support internal teams. He specializes in computer vision and language modeling, with applications in healthcare, energy, and education.

Chatbots 119

Chatbots Computer Vision LLM Generative AI 119

Marktechpost

JANUARY 2, 2024

The development of multimodal large language models (MLLMs) represents a significant leap forward. These advanced systems, which integrate language and visual processing, have broad applications, from image captioning to visible question answering. If you like our work, you will love our newsletter.

Large Language Models 130

Large Language Models AI Research AI Researcher AI 130

Marktechpost

FEBRUARY 29, 2024

Multimodal Large Language Models (MLLMs), having contributed to remarkable progress in AI, face challenges in accurately processing and responding to misleading information, leading to incorrect or hallucinated responses. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

Large Language Models 123

Large Language Models Prompt Engineering Prompt Engineer ML 123

Unite.AI

NOVEMBER 11, 2024

Alix Melchy is the VP of AI at Jumio, where he leads teams of machine learning engineers across the globe with a focus on computer vision, natural language processing and statistical modeling. DAOs also capture detailed descriptions of ID documents, ensuring accurate data validation and security checks at scale.

Machine Learning 162

Machine Learning AI AI Natural Language Processing 162

Marktechpost

AUGUST 15, 2024

VideoLLaMA 2 retains the dual-branch architecture of its predecessor, with separate Vision-Language and Audio-Language branches that connect pre-trained visual and audio encoders to a large language model.

Large Language Models 117

Large Language Models LLM Data Integration ML 117

Unite.AI

JANUARY 18, 2024

LVMs are a new category of AI models specifically designed for analyzing and interpreting visual information, such as images and videos, on a large scale, with impressive accuracy. Enterprises need to explore tools and technologies that facilitate and optimize the integration of LVMs.

Computer Vision 264

Computer Vision OpenAI Deep Learning Artificial Intelligence 264

Marktechpost

MARCH 25, 2024

The performance of multimodal large Language Models (MLLMs) in visual situations has been exceptional, gaining unmatched attention. However, their ability to solve visual math problems must still be fully assessed and comprehended.

Large Language Models 131

Large Language Models Artificial Intelligence Artificial Intelligence ML 131

Unite.AI

MARCH 2, 2025

Artificial Intelligence (AI) is evolving at an unprecedented pace, with large-scale models reaching new levels of intelligence and capability. From early neural networks to todays advanced architectures like GPT-4 , LLaMA , and other Large Language Models (LLMs) , AI is transforming our interaction with technology.

Deep Learning 159

Deep Learning Neural Network Automation AI 159

AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. techcrunch.com Applied use cases Can AI Find Its Way Into Accounts Payable? Generative AI is igniting a new era of innovation within the back office. No legacy process is safe.

Robotics 264

Robotics Artificial Intelligence Artificial Intelligence Data Drift 264

Marktechpost

MARCH 5, 2024

In recent years, the landscape of natural language processing (NLP) has been dramatically reshaped by the emergence of Large Language Models (LLMs). Spearheaded by pioneers like ChatGPT and GPT-4 from OpenAI, these models have demonstrated an unprecedented proficiency in understanding and generating human-like text.

Large Language Models 131

Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 131