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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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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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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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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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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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 329

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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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 347

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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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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Analytics Vidhya

JANUARY 9, 2024

In a groundbreaking development, the Frontier supercomputer, powered by AMD technology, has achieved a monumental feat by successfully running a 1 trillion parameter Large Language Model (LLM).

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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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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.

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LLM Large Language Models AI AI 288

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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Analytics Vidhya

FEBRUARY 24, 2024

Google has been a frontrunner in AI research, contributing significantly to the open-source community with transformative technologies like TensorFlow, BERT, T5, JAX, AlphaFold, and AlphaCode. What is Gemma LLM?

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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 318

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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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 318

Analytics Vidhya

SEPTEMBER 27, 2024

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

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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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Analytics Vidhya

AUGUST 28, 2024

For example, some LLMs excel at generating creative content, while others are better at factual accuracy or specific domain expertise.

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Analytics Vidhya

NOVEMBER 4, 2023

Introduction Generative AI is currently being used widely all over the world. The ability of the Large Language Models to understand the text provided and generate a text based on that has led to numerous applications from Chatbots to Text analyzers.

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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

AUGUST 22, 2024

Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks appeared first on Analytics Vidhya. This fine-tuned version of Meta’s Llama 3.1 8B Instruct represents a leap forward in enhancing conversational and function-calling capabilities within the 8B parameter model class.

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Analytics Vidhya

FEBRUARY 8, 2024

It’s not your run-of-the-mill text-to-image system; it is driven by LLM (Large Language Models). Picture this: a system that doesn’t just create images but does it in style, handling all sorts of prompts […] The post LLM-Driven Text-to-Image With DiffusionGPT appeared first on Analytics Vidhya.

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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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Unite.AI

SEPTEMBER 19, 2024

The race to dominate the enterprise AI space is accelerating with some major news recently. This incredible growth shows the increasing reliance on AI tools in enterprise settings for tasks such as customer support, content generation, and business insights. Let's dive into the top options and their impact on enterprise AI.

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Analytics Vidhya

SEPTEMBER 20, 2024

Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

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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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Analytics Vidhya

NOVEMBER 23, 2023

So, your […] The post Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting appeared first on Analytics Vidhya. They magically turn spoken words into written notes, letting you easily pick out the gems and create handy bullet points.

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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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Analytics Vidhya

DECEMBER 26, 2023

This marks a pivotal moment for the […] The post Building an Image Data Extractor using Gemini Vision LLM appeared first on Analytics Vidhya. However, Google has recently entered the arena with the launch of the Gemini Version of their model, unveiling its API to the public on December 13th.

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Analytics Vidhya

OCTOBER 3, 2024

Introduction Let’s say you’re interacting with an AI that not only answers your questions but understands the nuances of your intent. Most people don’t even realize the secret lies in LLM parameters. It crafts tailored, coherent responses that almost feel human. How does this happen?

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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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