Analytics Vidhya

SEPTEMBER 27, 2024

Introduction “AI agents will become the primary way we interact with computers in the future.

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LLM AI AI Large Language Models 218

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 post The LLM Car: A Breakthrough in Human-AV Communication appeared first on Unite.AI.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 328

Analytics Vidhya

SEPTEMBER 27, 2024

Introduction With the growing number of LLMs like GPT-4o, LLaMA, and Claude, along with many more emerging rapidly, businesses’ key question is how to choose the best one for their needs. This guide will provide a straightforward framework for selecting the most suitable LLM for your business requirements.

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LLM Large Language Models Generative AI AI 230

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 167

Analytics Vidhya

SEPTEMBER 6, 2024

From supporting summarization, translation, and generation, LLMs like GPT-4, Gemini, and Llama have made it simple to work with content and data.

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LLM Large Language Models Generative AI Artificial Intelligence 279

AI News

FEBRUARY 27, 2024

Mistral AI, a France-based startup, has introduced a new large language model (LLM) called Mistral Large that it claims can compete with several top AI systems on the market. Mistral AI stated that Mistral Large outscored most major LLMs except for OpenAI’s recently launched GPT-4 in tests of language understanding.

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LLM Large Language Models Big Data OpenAI 252

Analytics Vidhya

JUNE 19, 2024

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production.

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LLM Large Language Models AI AI 299

Unite.AI

JULY 5, 2024

Large Language Models (LLMs) are powerful tools not just for generating human-like text, but also for creating high-quality synthetic data. This capability is changing how we approach AI development, particularly in scenarios where real-world data is scarce, expensive, or privacy-sensitive.

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LLM Prompt Engineer Prompt Engineering Data Scarcity 259

Analytics Vidhya

APRIL 20, 2024

Introduction Large Language Models (LLMs) are becoming increasingly valuable tools in data science, generative AI (GenAI), and AI. LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing.

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LLM Large Language Models Natural Language Processing Data Analysis 295

Unite.AI

JULY 8, 2024

Meta's latest achievement, the Large Language Model (LLM) Compiler , is a significant advancement in this field. By equipping AI with a deep understanding of compilers, Meta enables developers to leverage AI-powered tools for optimizing code.

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LLM Large Language Models Software Development Software Engineer 200

Analytics Vidhya

SEPTEMBER 6, 2024

Despite being trained on vast datasets, LLMs can falter with nuanced or context-heavy queries, leading to […] The post How Can Prompt Engineering Transform LLM Reasoning Ability? This struggle often stems from the models’ limited reasoning capabilities or difficulty in processing complex prompts.

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Prompt Engineering Prompt Engineer LLM Large Language Models 268

Analytics Vidhya

OCTOBER 8, 2024

Introduction AI development is making significant strides, particularly with the rise of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) applications. As developers strive to create more robust and reliable AI systems, tools that facilitate evaluation and monitoring have become essential.

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LLM Large Language Models AI Developer AI Development 158

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. Enter Ollama, the platform that makes working with open-source LLMs a breeze. Imagine […] The post How to Run LLM Models Locally with Ollama?

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LLM Large Language Models AI AI 291

Analytics Vidhya

APRIL 24, 2024

Generative AI models hold promise for transforming healthcare, but their application raises critical questions about accuracy and reliability. Hugging Face has launched an Open Medical-LLM Leaderboard aiming to address these concerns.

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LLM Generative AI AI Modeling AI 314

Analytics Vidhya

DECEMBER 15, 2023

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space.

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LLM OpenAI ChatGPT AI 354

Unite.AI

SEPTEMBER 7, 2023

We are seeing a progression of Generative AI applications powered by large language models (LLM) from prompts to retrieval augmented generation (RAG) to agents. In my previous article , we saw a ladder of intelligence of patterns for building LLM powered applications. Let's look in detail.

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LLM Generative AI Large Language Models Responsible AI 277

Unite.AI

MARCH 5, 2024

Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Just like humans might see shapes in clouds or faces on the moon, LLMs can also ‘hallucinate,' creating information that isn’t accurate. Let’s take a closer look at how RAG makes LLMs more accurate and reliable.

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LLM Large Language Models Prompt Engineer Prompt Engineering 290

Analytics Vidhya

DECEMBER 5, 2023

The research team at UC Berkeley introduces Starling-7B, an open-source large language model (LLM) that employs Reinforcement Learning from AI Feedback (RLAIF).

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LLM Large Language Models AI AI 269

Analytics Vidhya

AUGUST 28, 2024

AdalFlow provides a unified library with strong string processing, flexible tools, multiple output formats, and model monitoring like […] The post Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction appeared first on Analytics Vidhya.

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LLM Large Language Models NLP Generative AI 290

Analytics Vidhya

OCTOBER 8, 2024

Introduction Looking to stay updated on the latest in LLM (Large Language Model) agents? Whether you’re a beginner or an expert, these threads will help you learn and grow […] The post Top 10 Reddit Threads on LLM Agents that you Must Follow appeared first on Analytics Vidhya.

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LLM Large Language Models Generative AI AI 183

Analytics Vidhya

APRIL 30, 2024

Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents. Users can upload documents, and the chatbot can answer questions by referring to those documents.

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Chatbots LLM Large Language Models AI 249

Analytics Vidhya

SEPTEMBER 12, 2024

Introduction Large language model (LLM) agents are the latest innovation boosting workplace business efficiency. Unlike typical task automation, LLM agents can also interpret and generate human-like text. They automate repetitive activities, boost collaboration, and provide useful insights across departments.

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LLM Large Language Models Software Development Automation 143

Analytics Vidhya

OCTOBER 23, 2023

ResearchBot is a cutting-edge LLM-powered application project that uses the capabilities of OpenAI’s LLM (Large Language Models) with Langchain for Information retrieval.

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LLM Large Language Models OpenAI AI 237

Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

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LLM Natural Language Processing Large Language Models Deep Learning 309

Analytics Vidhya

OCTOBER 1, 2023

The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model. The large language model […] The post Building Invoice Extraction Bot using LangChain and LLM appeared first on Analytics Vidhya.

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LLM Large Language Models Machine Learning Generative AI 307

Analytics Vidhya

DECEMBER 29, 2023

Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach. Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 346

Analytics Vidhya

MAY 8, 2024

Introduction to Ludwig The development of Natural Language Machines (NLP) and Artificial Intelligence (AI) has significantly impacted the field. Ludwig, a low-code framework, is designed […] The post Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA appeared first on Analytics Vidhya.

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LLM NLP Artificial Intelligence Artificial Intelligence 273

Analytics Vidhya

APRIL 23, 2024

Introduction As you may know, large language models (LLMs) are taking the world by storm, powering remarkable applications like ChatGPT, Bard, Mistral, and more. But have you ever wondered what fuels these robust AI systems? The answer lies in the vast datasets used to train them.

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LLM Large Language Models ChatGPT AI 280

AI News

FEBRUARY 15, 2024

Researchers at Amazon have trained a new large language model (LLM) for text-to-speech that they claim exhibits “emergent” abilities. While an experimental process, the creation of BASE TTS demonstrates these models can reach new versatility thresholds as they scale—an encouraging sign for conversational AI.

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LLM Large Language Models Big Data Natural Language Processing 264

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5

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LLM Large Language Models OpenAI ChatGPT 327

Analytics Vidhya

MARCH 30, 2024

Large Language Models (LLMs) are the driving force behind AI revolution, but the game just got a major plot twist. Databricks DBRX, a groundbreaking open-source LLM, is here to challenge the status quo. Outperforming established models and going toe-to-toe with industry leaders, DBRX boasts superior performance and efficiency.

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LLM Large Language Models AI AI 282

Analytics Vidhya

SEPTEMBER 21, 2023

Introduction Generative AI, a captivating field that promises to revolutionize the way we interact with technology and generate content, has taken the world by storm. We’ll also […] The post Training Your Own LLM Without Coding appeared first on Analytics Vidhya.

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LLM Large Language Models Generative AI AI 274

Analytics Vidhya

NOVEMBER 20, 2023

Introduction This article concerns building a system based upon LLM (Large language model) with the ChatGPT AI-1. Considering the enormity of the topic, […] The post Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System appeared first on Analytics Vidhya.

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LLM ChatGPT Prompt Engineering Prompt Engineer 217

AI News

APRIL 19, 2024

Meta has introduced Llama 3 , the next generation of its state-of-the-art open source large language model (LLM). The company’s 8 billion parameter pretrained model also sets new benchmarks on popular LLM evaluation tasks: “We believe these are the best open source models of their class, period,” stated Meta.

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LLM Large Language Models Big Data Responsible AI 254