Analytics Vidhya

OCTOBER 11, 2024

Introduction The rise of large language models (LLMs), such as OpenAI’s GPT and Anthropic’s Claude, has led to the widespread adoption of generative AI (GenAI) products in enterprises. Organizations across sectors are now leveraging GenAI to streamline processes and increase the efficiency of their workforce.

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LLM Large Language Models OpenAI Generative AI 207

AI News

NOVEMBER 28, 2024

OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods. Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think.

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Large Language Models Big Data OpenAI AI Modeling 319

Analytics Vidhya

JUNE 30, 2024

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English. appeared first on Analytics Vidhya.

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Large Language Models Chatbots Deep Learning LLM 349

Analytics Vidhya

JANUARY 26, 2025

In the dynamic field of large language models (LLMs), choosing the right model for your specific task can often be daunting. With new models constantly emerging – each promising to outperform the last – its easy to feel overwhelmed. Dont worry, we are here to help you.

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LLM Large Language Models Generative AI AI 232

Analytics Vidhya

MARCH 6, 2025

Large Language Models (LLMs) have proven themselves as a formidable tool, excelling in both interpreting and producing text that mimics human language. Nevertheless, the widespread availability of these models introduces the complex task of accurately assessing their performance.

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LLM Large Language Models Generative AI AI 162

Unite.AI

FEBRUARY 6, 2025

In recent years, artificial intelligence (AI) has emerged as a practical tool for driving innovation across industries. At the forefront of this progress are large language models (LLMs) known for their ability to understand and generate human language. Mind Evolution applies this principle to LLMs.

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Large Language Models LLM Algorithm Artificial Intelligence 138

Unite.AI

JANUARY 20, 2025

Improved large language models (LLMs) emerge frequently, and while cloud-based solutions offer convenience, running LLMs locally provides several advantages, including enhanced privacy, offline accessibility, and greater control over data and model customization.

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LLM OpenAI Large Language Models ChatGPT 264

AI News

DECEMBER 3, 2024

Alibaba Cloud is overhauling its AI partner ecosystem, unveiling the “Partner Rainforest Plan” during its annual Partner Summit 2024. Our global partners are not just participants, they are the architects of a new digital landscape in the AI era.

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Big Data Large Language Models AI AI 290

Analytics Vidhya

JANUARY 23, 2025

Evaluating Large Language Models (LLMs) is essential for understanding their performance, reliability, and applicability in various contexts. As LLMs continue to evolve, robust evaluation methodologies are crucial […] The post A Guide on Effective LLM Assessment with DeepEval appeared first on Analytics Vidhya.

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LLM Large Language Models Generative AI AI 222

Unite.AI

DECEMBER 12, 2024

Imagine this: you have built an AI app with an incredible idea, but it struggles to deliver because running large language models (LLMs) feels like trying to host a concert with a cassette player. This is where inference APIs for open LLMs come in. The potential is there, but the performance?

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Analytics Vidhya

MARCH 7, 2025

Understanding LLM Evaluation Metrics is crucial for maximizing the potential of large language models. LLM evaluation Metrics help measure a models accuracy, relevance, and overall effectiveness using various benchmarks and criteria.

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LLM Large Language Models Generative AI AI 162

Unite.AI

FEBRUARY 27, 2025

It proposes a system that can automatically intervene to protect users from submitting personal or sensitive information into a message when they are having a conversation with a Large Language Model (LLM) such as ChatGPT. Remember Me?

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LLM ChatGPT OpenAI Large Language Models 205

Unite.AI

MARCH 15, 2025

This time, its not a generative AI model, but a fully autonomous AI agent, Manus , launched by Chinese company Monica on March 6, 2025. This development signals a paradigm shift in AI development, moving from reactive models to fully autonomous agents. Manus follows a neuro-symbolic approach for task execution.

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Large Language Models AI AI Automation 322

Unite.AI

MARCH 26, 2025

Recent advances in large language models (LLMs) are now changing this. The AI systems, trained on vast text data, are making robots smarter, more flexible, and better able to work alongside humans in real-world settings. A key advantage of LLMs is their ability to improve natural language interaction with robots.

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Robotics Large Language Models LLM Natural Language Processing 179

Towards AI

JANUARY 29, 2025

Last Updated on January 29, 2025 by Editorial Team Author(s): Pranjal Khadka Originally published on Towards AI. Fine-tuning large language models (LLMs) has become an easier task today thanks to the availability of low-code/no-code tools that allow you to simply upload your data, select a base model and obtain a fine-tuned model.

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Large Language Models LLM BERT Machine Learning 89

Analytics Vidhya

JULY 19, 2024

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency.

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LLM Large Language Models Data Analysis Artificial Intelligence 329

Analytics Vidhya

JULY 22, 2024

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache.

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LLM Large Language Models AI AI 347

Marktechpost

JANUARY 11, 2025

Large Language Models (LLMs) have shown remarkable capabilities across diverse natural language processing tasks, from generating text to contextual reasoning. These challenges have driven researchers to seek more efficient ways to enhance LLM performance while minimizing resource demands.

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Large Language Models LLM Natural Language Processing NLP 94

AI News

MARCH 19, 2025

NVIDIA has launched Dynamo, an open-source inference software designed to accelerate and scale reasoning models within AI factories. As AI reasoning becomes increasingly prevalent, each AI model is expected to generate tens of thousands of tokens with every prompt, essentially representing its “thinking” process.

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Analytics Vidhya

MARCH 18, 2025

Six months ago, LLMs.txt was introduced as a groundbreaking file format designed to make website documentation accessible for large language models (LLMs). Since its release, the standard has steadily gained traction among developers and content creators.

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Explainability LLM Large Language Models AI 140

AI News

APRIL 1, 2025

As the adoption of AI accelerates, organisations may overlook the importance of securing their Gen AI products. Companies must validate and secure the underlying large language models (LLMs) to prevent malicious actors from exploiting these technologies.

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DevOps LLM Big Data Large Language Models 213

Unite.AI

MARCH 16, 2025

For years, Artificial Intelligence (AI) has made impressive developments, but it has always had a fundamental limitation in its inability to process different types of data the way humans do. Most AI models are unimodal, meaning they specialize in just one format like text, images, video, or audio.

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AI AI Data Quality AI Modeling 259

AI News

APRIL 2, 2025

A new study from the AI Disclosures Project has raised questions about the data OpenAI uses to train its large language models (LLMs). The research indicates the GPT-4o model from OpenAI demonstrates a “strong recognition” of paywalled and copyrighted data from O’Reilly Media books.

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OpenAI AI Modeling Big Data Large Language Models 223

AWS Machine Learning Blog

JANUARY 7, 2025

Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with neural translation models such as Amazon Translate. One of LLMs most fascinating strengths is their inherent ability to understand context.

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Large Language Models Prompt Engineering Prompt Engineer Metadata 107

Marktechpost

MARCH 22, 2025

Researchers from Shanghai University of Finance & Economics, Fudan University, and FinStep have developed Fin-R1, a specialized LLM for financial reasoning. In the model training phase, Fin-R1 is fine-tuned on Qwen2.5-7B-Instruct The study presents a two-stage framework for constructing Fin-R1.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 94

Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). From automating content creation to providing support in healthcare, law, and finance, LLMs are reshaping industries with their capacity to understand and generate human-like text.

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LLM Large Language Models AI AI 316

Marktechpost

MARCH 8, 2025

The landscape of generative AI and LLMs has experienced a remarkable leap forward with the launch of Mercury by the cutting-edge startup Inception Labs. Inceptions introduction of Mercury marks a pivotal moment for enterprise AI, unlocking previously impossible performance levels, accuracy, and cost-efficiency.

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Large Language Models Generative AI LLM AI Research 80

AI News

JANUARY 15, 2025

As AI becomes increasingly integral to business operations, new safety concerns and security threats emerge at an unprecedented paceoutstripping the capabilities of traditional cybersecurity solutions. You’re doing the model validation on a continuous basis. AI and the addition of LLMs same thing, whole host of new problem sets.

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Big Data AI AI LLM 298

AI News

JANUARY 10, 2025

You’ve got a great idea for an AI-based application. Think of fine-tuning like teaching a pre-trained AI model a new trick. Think of the large language model as your basic recipe and the hyperparameters as the spices you use to give your application its unique “flavour.”

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AI Modeling AI AI Large Language Models 280

Unite.AI

SEPTEMBER 19, 2024

Their solution is to integrate large language models (LLMs) like ChatGPT into autonomous driving systems.' The Power of Natural Language in AVs LLMs represent a leap forward in AI's ability to understand and generate human-like text. The results were promising. One key issue is processing time.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 328

Towards AI

NOVEMBER 16, 2024

Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. Traditional large language models (LLMs) like ChatGPT excel in generating human-like text based on extensive training data. Image sourceIntroductionWhat is Web-LLM Assistant?Key Join thousands of data leaders on the AI newsletter.

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LLM AI Modeling Large Language Models Artificial Intelligence 105

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. Check out the Details and GitHub Page.

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LLM Large Language Models AI Tools Automation 123

Analytics Vidhya

FEBRUARY 22, 2025

Fine-tuning large language models (LLMs) is essential for optimizing their performance in specific tasks. OpenAI provides a robust framework for fine-tuning GPT models, allowing organizations to tailor AI behavior based on domain-specific requirements.

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OpenAI Large Language Models LLM AI 200

Unite.AI

NOVEMBER 25, 2024

As AI engineers, crafting clean, efficient, and maintainable code is critical, especially when building complex systems. For AI and large language model (LLM) engineers , design patterns help build robust, scalable, and maintainable systems that handle complex workflows efficiently. model hyperparameters).

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Python LLM AI Engineer AI 147

Analytics Vidhya

FEBRUARY 11, 2025

Large Language Model agents are powerful tools for automating tasks like search, content generation, and quality review. Multi-agent workflows allow you to split these tasks among different […] The post Multi-Agent LLM Workflow with LlamaIndex for Research & Writing appeared first on Analytics Vidhya.

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LLM Large Language Models Automation Generative AI 140

Analytics Vidhya

OCTOBER 14, 2024

Introduction In today’s digital world, Large Language Models (LLMs) are revolutionizing how we interact with information and services. LLMs are advanced AI systems designed to understand and generate human-like text based on vast amounts of data.

Large Language Models 223

Large Language Models Deep Learning AI AI 223

Marktechpost

MARCH 5, 2025

Researchers from Stanford University and the University of Wisconsin-Madison introduce LLM-Lasso, a framework that enhances Lasso regression by integrating domain-specific knowledge from LLMs. Unlike previous methods that rely solely on numerical data, LLM-Lasso utilizes a RAG pipeline to refine feature selection.

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Large Language Models LLM Machine Learning Prompt Engineering 79