Unite.AI

MARCH 1, 2025

As AI moves closer to Artificial General Intelligence (AGI) , the current reliance on human feedback is proving to be both resource-intensive and inefficient. This shift represents a fundamental transformation in AI learning, making self-reflection a crucial step toward more adaptable and intelligent systems.

Large Language Models 316

Large Language Models LLM AI AI 316

Analytics Vidhya

NOVEMBER 9, 2024

And to top it off, this collection […] The post A Guide to 400+ Categorized Large Language Model(LLM) Datasets appeared first on Analytics Vidhya.

Large Language Models 224

Large Language Models Categorization LLM NLP 224

Unite.AI

NOVEMBER 14, 2024

The LLM-as-a-Judge framework is a scalable, automated alternative to human evaluations, which are often costly, slow, and limited by the volume of responses they can feasibly assess. Here, the LLM-as-a-Judge approach stands out: it allows for nuanced evaluations on complex qualities like tone, helpfulness, and conversational coherence.

LLM 182

LLM Chatbots Automation Prompt Engineering 182

AI News

DECEMBER 3, 2024

Google Cloud has launched two generative AI models on its Vertex AI platform, Veo and Imagen 3, amid reports of surging revenue growth among enterprises leveraging the technology. ” Knowledge sharing platform Quora has developed Poe , a platform that enables users to interact with generative AI models. .”

Generative AI 336

Generative AI AI Modeling Big Data AI 336

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. Groq groq Groq is renowned for its high-performance AI inference technology.

LLM 278

LLM AI AI OpenAI 278

Analytics Vidhya

MARCH 6, 2025

Here, LLM benchmarks take center stage, providing systematic evaluations to measure a model’s skill in tasks like language […] The post 14 Popular LLM Benchmarks to Know in 2025 appeared first on Analytics Vidhya.

LLM 162

LLM Large Language Models Generative AI AI 162

Analytics Vidhya

JANUARY 26, 2025

Gemini 2.0 – Which LLM to Use and When appeared first on Analytics Vidhya. With new models constantly emerging – each promising to outperform the last – its easy to feel overwhelmed. Dont worry, we are here to help you. This blog dives into three of the most […] The post GPT-4o, Claude 3.5,

LLM 232

LLM Large Language Models Generative AI AI 232

Analytics Vidhya

JANUARY 23, 2025

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.

LLM 222

LLM Large Language Models Generative AI AI 222

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.

LLM 162

LLM Large Language Models Generative AI AI 162

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.

Big Data 286

Big Data Large Language Models AI AI 286

AI News

DECEMBER 9, 2024

Business leaders still talk the talk about embracing AI, because they want the benefits McKinsey estimates that GenAI could save companies up to $2.6 In this article, we’ll examine the barriers to AI adoption, and share some measures that business leaders can take to overcome them. But now the pace is faltering.

Explainability 277

Explainability AI AI LLM 277

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. AI and the addition of LLMs same thing, whole host of new problem sets.

Big Data 293

Big Data AI AI LLM 293

AI News

NOVEMBER 28, 2024

OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods. The reported advances may influence the types or quantities of resources AI companies need continuously, including specialised hardware and energy to aid the development of AI models.

Large Language Models 315

Large Language Models Big Data OpenAI AI Modeling 315

Analytics Vidhya

JULY 19, 2024

To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Analytics Vidhya. Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously.

LLM 329

LLM Large Language Models Data Analysis Artificial Intelligence 329

Flipboard

MARCH 1, 2025

With the apps, you can run various LLM models on your computer directly. Once the app is installed, youll download the LLM of your choice into it from an in-app menu. I chose to run DeepSeeks R1 model, but the apps support myriad open-source LLMs. But there are additional benefits to running LLMs locally on your computer, too.

LLM 133

LLM Chatbots AI Chatbots Explainability 133

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.

LLM 316

LLM Large Language Models AI AI 316

Analytics Vidhya

JUNE 25, 2024

Introduction The advancements in LLM world is growing fast and the next chapter in AI application development is here. Initially known for proof-of-concepts, LangChain has rapidly evolved into a powerhouse Python library for LLM interactions.

LLM 318

LLM Python Large Language Models AI 318

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.

LLM 328

LLM Large Language Models Natural Language Processing Data Analysis 328

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.

LLM 374

LLM ChatGPT OpenAI AI 374

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.

LLM 349

LLM Generative AI AI Modeling AI 349

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.

LLM 336

LLM Large Language Models AI AI 336

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.

LLM 353

LLM Natural Language Processing Large Language Models Deep Learning 353

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.

LLM 348

LLM Large Language Models Machine Learning Generative AI 348

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.

LLM 334

LLM Large Language Models Big Data Responsible AI 334

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.

Chatbots 314

Chatbots LLM Large Language Models AI 314

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?

LLM 347

LLM Large Language Models AI AI 347

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

LLM 353

LLM Large Language Models ChatGPT OpenAI 353

Analytics Vidhya

SEPTEMBER 14, 2024

Introduction Large language model (LLM) agents are advanced AI systems that use LLMs as their central computational engine. They have the ability to perform specific actions, make decisions, and interact with external tools or systems autonomously.

LLM 291

LLM Large Language Models AI AI 291

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.

LLM 358

LLM Large Language Models Artificial Intelligence Artificial Intelligence 358

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.

LLM 334

LLM Large Language Models Big Data Natural Language Processing 334

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. LLM fine-tuning helps LLMs specialise. Instead, it encourages the LLM to use more diverse problem-solving strategies. That’s where hyperparameter tuning saves the day.

AI Modeling 274

AI Modeling AI AI Large Language Models 274

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.

LLM 318

LLM NLP Artificial Intelligence Artificial Intelligence 318

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.

LLM 318

LLM Large Language Models AI AI 318