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 Longer context windows are essential for AI applications such as multi-turn conversations, document analysis, and long-form reasoning.

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Unite.AI

JANUARY 26, 2024

Recent advances in large language models (LLMs) like GPT-4, PaLM have led to transformative capabilities in natural language tasks. Prominent implementations include Amazon SageMaker, Microsoft Azure ML, and open-source options like KServe.

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Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. These models are trained on vast datasets encompassing a broad spectrum of internet text.

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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.

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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 Engineering 79

Analytics Vidhya

MARCH 7, 2024

Persistent Systems, a leader in Digital Engineering and Enterprise Modernization, has unveiled SASVA, an innovative AI platform poised to transform software engineering practices.

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Software Engineer Large Language Models Machine Learning AI 335

Unite.AI

FEBRUARY 6, 2025

TrueFoundry , a pioneering AI deployment and scaling platform, has successfully raised $19 million in Series A funding. The exponential rise of generative AI has brought new challenges for enterprises looking to deploy machine learning models at scale.

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Marktechpost

MARCH 6, 2025

Most existing LLMs prioritize languages with abundant training resources, such as English, French, and German, while widely spoken but underrepresented languages like Hindi, Bengali, and Urdu receive comparatively less attention. Check out the Paper , GitHub Page , Model on HF and Project Page.

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Large Language Models LLM NLP Data Quality 59

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.

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Machine Learning Large Language Models Artificial Intelligence Artificial Intelligence 374

Unite.AI

MAY 8, 2024

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. On one hand, the knowledge and reasoning capabilities of LLMs present opportunities to enhance traditional GNN models.

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Neural Network Large Language Models LLM BERT 182

Unite.AI

FEBRUARY 28, 2024

Large language models (LLMs) like GPT-4, DALL-E have captivated the public imagination and demonstrated immense potential across a variety of applications. However, for all their capabilities, these powerful AI systems also come with significant vulnerabilities that could be exploited by malicious actors.

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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.

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Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

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Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 104

Unite.AI

DECEMBER 19, 2024

OmniOps , a Saudi Arabia-based AI infrastructure technology provider founded in 2024 by entrepreneur Mohammed Altassan , has secured SAR 30 million (approximately $8 million) in funding from GMS Capital Ventures. This focus on compliance, data sovereignty, and local hosting makes OmniOps homegrown solutions particularly valuable.

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Large Language Models AI AI Artificial Intelligence 162

Unite.AI

OCTOBER 27, 2024

As artificial intelligence continues to reshape the tech landscape, JavaScript acts as a powerful platform for AI development, offering developers the unique ability to build and deploy AI systems directly in web browsers and Node.js environments. LangChain.js TensorFlow.js TensorFlow.js environments. What distinguishes TensorFlow.js

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Neural Network Machine Learning NLP Natural Language Processing 162

Marktechpost

OCTOBER 13, 2024

Large language models (LLMs) have made significant progress in language generation, but their reasoning skills remain insufficient for complex problem-solving. Conclusion OpenR presents a significant step forward in the pursuit of improved reasoning abilities in large language models.

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Large Language Models LLM AI AI 130

Marktechpost

NOVEMBER 30, 2024

Generative AI systems transform how humans interact with technology, offering groundbreaking natural language processing and content generation capabilities. One persistent challenge in deploying safety moderation models is their size and computational requirements. Don’t Forget to join our 55k+ ML SubReddit.

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Large Language Models Natural Language Processing AI AI 97

AI News

SEPTEMBER 27, 2024

Ahead of AI & Big Data Expo Europe, AI News caught up with Ivo Everts, Senior Solutions Architect at Databricks , to discuss several key developments set to shape the future of open-source AI and data governance. ” In line with their commitment to open ecosystems, Databricks has also open-sourced Unity Catalog.

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Large Language Models Big Data Explainability ETL 302

Analytics Vidhya

AUGUST 10, 2023

In the age of rapid technological advancement, Artificial Intelligence (AI) is making remarkable strides that sometimes seem almost human-like. This revelation has sparked discussions about the convergence […] The post Google LLMs Can Master Tools by Just Reading Documentation appeared first on Analytics Vidhya.

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Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 271

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. Traditional approaches to enhancing LLMs include few-shot prompting, chain-of-thought reasoning, and function-calling APIs that allow AI to interface with external tools.

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Metadata Large Language Models Algorithm AI 110

Marktechpost

JULY 16, 2024

Mainstream Large Language Models (LLMs) lack specialized knowledge in telecommunications, making them unsuitable for specific tasks in this field. This gap poses a significant challenge as the telecom industry requires precise and advanced models for network optimization, protocol development, and complex data analysis.

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Large Language Models Natural Language Processing Data Analysis LLM 141

Marktechpost

SEPTEMBER 29, 2024

Large Language Models (LLMs) are vulnerable to jailbreak attacks, which can generate offensive, immoral, or otherwise improper information. Don’t Forget to join our 50k+ ML SubReddit. The post JailbreakBench: An Open Sourced Benchmark for Jailbreaking Large Language Models (LLMs) appeared first on MarkTechPost.

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Large Language Models LLM OpenAI ML 132

Unite.AI

FEBRUARY 6, 2025

AI and machine learning (ML) are reshaping industries and unlocking new opportunities at an incredible pace. There are countless routes to becoming an artificial intelligence (AI) expert, and each persons journey will be shaped by unique experiences, setbacks, and growth. The legal considerations of AI are a given.

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Artificial Intelligence Artificial Intelligence ML Responsible AI 165

Marktechpost

JANUARY 1, 2025

In the ever-evolving landscape of artificial intelligence, the year 2025 has brought forth a treasure trove of educational resources for aspiring AI enthusiasts and professionals. AI agents, with their ability to perform complex tasks autonomously, are at the forefront of this revolution.

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Prompt Engineering Prompt Engineer Large Language Models LLM 102

Flipboard

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. Interactive exploration -The generative AI-driven chat interface allows users to dive deeper into the assessment, asking follow-up questions and gaining a better understanding of the recommendations.

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Marktechpost

DECEMBER 27, 2024

This growing concern has prompted companies to explore AI as a viable solution for capturing, scaling, and leveraging expert knowledge. These challenges highlight the limitations of traditional methods and emphasize the necessity of tailored AI solutions. Dont Forget to join our 60k+ ML SubReddit.

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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.

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Machine Learning ML Metadata Large Language Models 113

Marktechpost

OCTOBER 13, 2024

Mixture of Experts (MoE) models are becoming critical in advancing AI, particularly in natural language processing. MoE architectures differ from traditional dense models by selectively activating subsets of specialized expert networks for each input. If you like our work, you will love our newsletter.

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Large Language Models AI Research AI Researcher Natural Language Processing 125

Marktechpost

JULY 14, 2024

The field of robotics is seeing transformative changes with the integration of generative methods like large language models (LLMs). These advancements enable the developing of sophisticated systems that autonomously navigate and adapt to various environments. Also, don’t forget to follow us on Twitter.

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Large Language Models Robotics Algorithm Machine Learning 138

Marktechpost

SEPTEMBER 20, 2024

Multimodal large language models (MLLMs) focus on creating artificial intelligence (AI) systems that can interpret textual and visual data seamlessly. A significant challenge in developing MLLMs is ensuring they perform equally well on text-based and vision-language tasks. In conclusion, the NVLM 1.0

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AI News

AUGUST 8, 2024

Amid the excitement over how AI will revolutionise healthcare, advertising, logistics, and everything else, one industry has flown under the radar: the legal profession. In fact, the business of law is a strong contender for achieving the highest return on investment (ROI) from using AI. This makes their AI more capable and valuable.

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AI AI Large Language Models Generative AI 342

Marktechpost

OCTOBER 25, 2024

Modern AI models excel in text generation, image understanding, and even creating visual content, but speech—the primary medium of human communication—presents unique hurdles. Zhipu AI recently released GLM-4-Voice, an open-source end-to-end speech large language model designed to address these limitations.

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Large Language Models Inference Engine Artificial Intelligence Artificial Intelligence 125

Marktechpost

OCTOBER 23, 2024

Utilizing Large Language Models (LLMs) through different prompting strategies has become popular in recent years. Differentiating prompts in multi-turn interactions, which involve several exchanges between the user and model, is a crucial problem that remains mostly unresolved.

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Large Language Models LLM Inference Engine Algorithm 133

Flipboard

JANUARY 24, 2025

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

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Generative AI LLM AI AI 160

Flipboard

FEBRUARY 10, 2025

AI agents are rapidly becoming the next frontier in enterprise transformation, with 82% of organizations planning adoption within the next 3 years. According to a Capgemini survey of 1,100 executives at large enterprises, 10% of organizations already use AI agents, and more than half plan to use them in the next year.

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Marktechpost

SEPTEMBER 17, 2024

Prior research on Large Language Models (LLMs) demonstrated significant advancements in fluency and accuracy across various tasks, influencing sectors like healthcare and education. This progress sparked investigations into LLMs’ language understanding capabilities and associated risks.

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Large Language Models LLM Natural Language Processing ML 137

Marktechpost

OCTOBER 10, 2024

Current AI models focus on specialized tasks within this pipeline, but their limited scope can hinder performance. The Therapeutics Data Commons (TDC) offers datasets to help AI models predict drug properties, yet these models work independently. If you like our work, you will love our newsletter.

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Large Language Models LLM Neural Network Natural Language Processing 135