Marktechpost

MARCH 8, 2025

Introducing the first-ever commercial-scale diffusion large language models (dLLMs), Inception labs promises a paradigm shift in speed, cost-efficiency, and intelligence for text and code generation tasks. Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Large Language Models 80

Large Language Models Generative AI LLM AI Researcher 80

Marktechpost

MARCH 29, 2025

Large language models struggle to process and reason over lengthy, complex texts without losing essential context. Traditional models often suffer from context loss, inefficient handling of long-range dependencies, and difficulties aligning with human preferences, affecting the accuracy and efficiency of their responses.

Large Language Models 92

Large Language Models AI Research AI Researcher ML 92

Marktechpost

NOVEMBER 19, 2024

Don’t Forget to join our 55k+ ML SubReddit. FREE AI WEBINAR ] Implementing Intelligent Document Processing with GenAI in Financial Services and Real Estate Transactions – From Framework to Production The post LogLLM: Leveraging Large Language Models for Enhanced Log-Based Anomaly Detection appeared first on MarkTechPost.

Large Language Models 80

Large Language Models BERT Prompt Engineer Prompt Engineering 80

Marktechpost

MARCH 22, 2025

In conclusion, the study reveals critical insights into how RL affects large language model behavior. Also,feel free to follow us on Twitter and dont forget to join our 85k+ ML SubReddit. Open-source PPO implementations often contain unintended response-length biases that Dr. GRPO successfully removes.

Large Language Models 86

Large Language Models Algorithm AI AI 86

AI News

DECEMBER 22, 2024

As we approach a new year filled with potential, the landscape of technology, particularly artificial intelligence (AI) and machine learning (ML), is on the brink of significant transformation.

Big Data 286

Big Data Machine Learning Explainability Large Language Models 286

Marktechpost

FEBRUARY 8, 2025

The experiments also reveal that ternary, 2-bit and 3-bit quantization models achieve better accuracy-size trade-offs than 1-bit and 4-bit quantization, reinforcing the significance of sub-4-bit approaches. The findings of this study provide a strong foundation for optimizing low-bit quantization in large language models.

Large Language Models 83

Large Language Models Machine Learning Deep Learning Artificial Intelligence 83

Marktechpost

MARCH 29, 2025

Large language models (LLMs) have become vital across domains, enabling high-performance applications such as natural language generation, scientific research, and conversational agents. Also,feel free to follow us on Twitter and dont forget to join our 85k+ ML SubReddit.

Large Language Models 79

Large Language Models AI Researcher AI Research AI 79

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.

Machine Learning 374

Machine Learning Large Language Models Artificial Intelligence Artificial Intelligence 374

Marktechpost

NOVEMBER 29, 2024

One of the most prominent issues is the lack of interoperability between different large language models (LLMs) from multiple providers. Each model has unique APIs, configurations, and specific requirements, making it difficult for developers to switch between providers or use different models in the same application.

Python 138

Python Generative AI Large Language Models OpenAI 138

Marktechpost

MARCH 1, 2025

Large Language Models (LLMs) have advanced significantly, but a key limitation remains their inability to process long-context sequences effectively. While models like GPT-4o and LLaMA3.1 Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Large Language Models 80

Large Language Models Algorithm AI AI 80

Marktechpost

MARCH 6, 2025

Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Large Language Models 68

Large Language Models LLM NLP Data Quality 68

Marktechpost

MARCH 5, 2025

Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Large Language Models 79

Large Language Models LLM Machine Learning Prompt Engineer 79

Analytics Vidhya

MARCH 7, 2024

Leveraging Large Language Models (LLMs) and Machine Learning (ML), SASVA promises accelerated software releases, improved efficiency, and enhanced quality, marking a significant milestone in the digital landscape.

Software Engineer 335

Software Engineer Large Language Models Machine Learning ML 335

Analytics Vidhya

FEBRUARY 23, 2024

The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction.

Large Language Models 318

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 318

AWS Machine Learning Blog

NOVEMBER 19, 2024

This year, generative AI and machine learning (ML) will again be in focus, with exciting keynote announcements and a variety of sessions showcasing insights from AWS experts, customer stories, and hands-on experiences with AWS services. Visit the session catalog to learn about all our generative AI and ML sessions.

ML 94

ML Generative AI AI AI 94

Marktechpost

APRIL 9, 2025

By offering theoretical insights and empirical validation, the work presents attention sinks not as quirks but as components contributing to large language models’ stability and efficiency. Also,feel free to follow us on Twitter and dont forget to join our 85k+ ML SubReddit. Check out the Paper.

Large Language Models 51

Large Language Models ML AI AI 51

Unite.AI

FEBRUARY 6, 2025

Our platform integrates seamlessly across clouds, models, and frameworks, ensuring no vendor lock-in while future-proofing deployments for evolving AI patterns like RAGs and Agents. Key features include model cataloging, fine-tuning, API deployment, and advanced governance tools that bridge the gap between DevOps and MLOps.

DevOps 179

DevOps Machine Learning Large Language Models Automation 179

Marktechpost

NOVEMBER 16, 2024

Introduction to Generative AI Learning Path Specialization This course offers a comprehensive introduction to generative AI, covering large language models (LLMs), their applications, and ethical considerations. The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 104

Marktechpost

MARCH 27, 2025

However, existing computational models are typically highly specialized, limiting their effectiveness in addressing diverse therapeutic tasks and offering limited interactive reasoning capabilities required for scientific inquiry and analysis. Check out the Paper and Models on Hugging Face.

LLM 117

LLM Data Scarcity Large Language Models Machine Learning 117

Flipboard

MARCH 21, 2025

AI for IT operations (AIOps) is the application of AI and machine learning (ML) technologies to automate and enhance IT operations. AIOps helps IT teams manage and monitor large-scale systems by automatically detecting, diagnosing, and resolving incidents in real time.

Automation 163

Automation Large Language Models Generative AI DevOps 163

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. .”

Large Language Models 312

Large Language Models Big Data Explainability ETL 312

Flipboard

MARCH 16, 2025

AI was certainly getting better at predictive analytics and many machine learning (ML) algorithms were being used for voice recognition, spam detection, spell ch… Read More What seemed like science fiction just a few years ago is now an undeniable reality. Back in 2017, my firm launched an AI Center of Excellence.

Machine Learning 178

Machine Learning ML Algorithm AI 178

Marktechpost

NOVEMBER 30, 2024

One persistent challenge in deploying safety moderation models is their size and computational requirements. While powerful and accurate, large language models (LLMs) demand substantial memory and processing power, making them unsuitable for devices with limited hardware capabilities.

Large Language Models 97

Large Language Models Natural Language Processing AI AI 97

Unite.AI

DECEMBER 19, 2024

Its advanced AI Inference cluster, enhanced by comprehensive Machine Learning Operations (ML Ops) capabilities, enables organizations to seamlessly deploy and manage models at scale.

Large Language Models 162

Large Language Models AI AI Artificial Intelligence 162

Unite.AI

FEBRUARY 6, 2025

AI and machine learning (ML) are reshaping industries and unlocking new opportunities at an incredible pace. The first lesson many AI practitioners learn is that ML is more accessible than one might think. Its helpful to start by choosing a project that is both interesting and manageable within the scope of ML.

Artificial Intelligence 165

Artificial Intelligence Artificial Intelligence ML Responsible AI 165

Marktechpost

DECEMBER 27, 2024

Researchers from Meta, AITOMATIC, and other collaborators under the Foundation Models workgroup of the AI Alliance have introduced SemiKong. SemiKong represents the worlds first semiconductor-focused large language model (LLM), designed using the Llama 3.1 Dont Forget to join our 60k+ ML SubReddit.

LLM 123

LLM Large Language Models AI Tools Automation 123

Marktechpost

DECEMBER 2, 2024

The development of machine learning (ML) models for scientific applications has long been hindered by the lack of suitable datasets that capture the complexity and diversity of physical systems. This lack of comprehensive data makes it challenging to develop effective surrogate models for real-world scientific phenomena.

Machine Learning 113

Machine Learning ML Metadata Large Language Models 113

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. However, ML models are challenging to develop and deploy. MLOps are practices that automate and simplify ML workflows and deployments. MLOps make ML models faster, safer, and more reliable in production.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Marktechpost

OCTOBER 31, 2024

In recent years, the surge in large language models (LLMs) has significantly transformed how we approach natural language processing tasks. Don’t Forget to join our 55k+ ML SubReddit. However, these advancements are not without their drawbacks. If you like our work, you will love our newsletter.

Natural Language Processing 138

Natural Language Processing NLP Large Language Models Automation 138

Marktechpost

NOVEMBER 6, 2024

Until recently, existing large language models (LLMs) have lacked the precision, reliability, and domain-specific knowledge required to effectively support defense and security operations. By leveraging sophisticated models fine-tuned for defense-related applications, this collaboration is poised to provide the U.S.

LLM 94

LLM Large Language Models Artificial Intelligence Artificial Intelligence 94

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. Key Features: Hardware-accelerated ML operations using WebGL and Node.js environments.

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

Marktechpost

MARCH 27, 2025

The rapid advancements in search engine technologies integrated with large language models (LLMs) have predominantly favored proprietary solutions such as Google’s GPT-4o Search Preview and Perplexity’s Sonar Reasoning Pro. Also,feel free to follow us on Twitter and dont forget to join our 85k+ ML SubReddit.

Large Language Models 84

Large Language Models LLM OpenAI AI Researcher 84

Marktechpost

FEBRUARY 22, 2025

Large language models (LLMs) are limited by complex reasoning tasks that require multiple steps, domain-specific knowledge, or external tool integration. Also,feel free to follow us on Twitter and dont forget to join our 75k+ ML SubReddit. Check out the Paper and GitHub Page.

Metadata 110

Metadata Large Language Models Algorithm AI 110

AWS Machine Learning Blog

NOVEMBER 26, 2024

AWS AI chips, Trainium and Inferentia, enable you to build and deploy generative AI models at higher performance and lower cost. Datadog, an observability and security platform, provides real-time monitoring for cloud infrastructure and ML operations. Anjali Thatte is a Product Manager at Datadog.

ML 105

ML LLM Large Language Models Deep Learning 105

Marktechpost

MARCH 21, 2025

The rapid advancement of artificial intelligence (AI) has led to the development of complex models capable of understanding and generating human-like text. Also, feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit. Check out the Technical details and GitHub Page.

Large Language Models 83

Large Language Models AI AI LLM 83

IBM Journey to AI blog

NOVEMBER 13, 2023

AI and machine learning Building and deploying artificial intelligence (AI) and machine learning (ML) systems requires huge volumes of data and complex processes like high performance computing and big data analysis. And Kubernetes can scale ML workloads up or down to meet user demands, adjust resource usage and control costs.

DevOps 323

DevOps Software Development Automation Machine Learning 323

Flipboard

FEBRUARY 10, 2025

Along the way, youll gain insights into what Ollama is, where it stores models, and how it integrates seamlessly with Gradio for multimodal applications. Whether youre new to Gradio or looking to expand your machine learning (ML) toolkit, this guide will equip you to create versatile and impactful applications. Introducing Llama 3.2

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Chatbots Computer Vision Deep Learning Large Language Models 146