Analytics Vidhya

APRIL 2, 2025

RAG, or Retrieval-Augmented Generation, has received widespread acceptance when it comes to reducing model hallucinations and enhancing the domain-specific knowledge base of large language models (LLMs).

Large Language Models 235

Large Language Models LLM 235

AssemblyAI

MARCH 7, 2023

In recent years, significant efforts have been put into scaling LMs into Large Language Models (LLMs). In this article, we'll explore the concept of emergence as a whole before exploring it with respect to Large Language Models. Let's dive in!

Large Language Models 363

Large Language Models OpenAI Neural Network Chatbots 363

AssemblyAI

MAY 3, 2023

A New Era of Language Intelligence At its essence, ChatGPT belongs to a class of AI systems called Large Language Models , which can perform an outstanding variety of cognitive tasks involving natural language. From Language Models to Large Language Models How good can a language model become?

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

Unite.AI

SEPTEMBER 18, 2024

The field of artificial intelligence is evolving at a breathtaking pace, with large language models (LLMs) leading the charge in natural language processing and understanding. As we navigate this, a new generation of LLMs has emerged, each pushing the boundaries of what's possible in AI. Visit Claude 3 → 2.

Large Language Models 299

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 299

BAIR

MAY 23, 2023

TL;DR : Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. Given an LLM that supports multi-round dialog (e.g.,

Large Language Models 363

Large Language Models LLM 363

SAS Software

JANUARY 22, 2025

What happens if an employee unknowingly enters sensitive information into a public large language model (LLM)? Could that information then be leaked to other users of the same LLM? The post Learn how to prevent data leakage in your large language models appeared first on SAS Blogs.

Large Language Models 109

Large Language Models LLM ChatGPT Generative AI 109

Towards AI

JANUARY 29, 2025

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. However, it is important to understand the fundamentals before diving into these tools.

Large Language Models 89

Large Language Models LLM BERT Machine Learning 89

Unite.AI

JANUARY 29, 2024

Large language models (LLMs) like GPT-4, Claude, and LLaMA have exploded in popularity. But how do we know if these models are actually any good? With new LLMs being announced constantly, all claiming to be bigger and better, how do we evaluate and compare their performance?

Large Language Models 283

Large Language Models LLM Automation NLP 283

AI News

NOVEMBER 28, 2024

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. First, there is the cost of training large models, often running into tens of millions of dollars.

Large Language Models 327

Large Language Models Big Data OpenAI AI Modeling 327

Unite.AI

NOVEMBER 14, 2023

Unlike GPT-4, which had information only up to 2021, GPT-4 Turbo is updated with knowledge up until April 2023, marking a significant step forward in the AI's relevance and applicability. The post Will Large Language Models End Programming? appeared first on Unite.AI.

Large Language Models 329

Large Language Models Software Engineer Computer Scientist ChatGPT 329

AI News

DECEMBER 3, 2024

The programme includes the joint development of Managed Large Language Model Services with service partners, leveraging the company’s generative AI capabilities. Japan: Information security firm Securai will localise Alibaba Cloud’s Zstack service for the Japanese market.

Big Data 297

Big Data Large Language Models AI AI 297

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. Just like humans learn from exposure to information, LLMs […] The post 10 Open Source Datasets for LLM Training appeared first on Analytics Vidhya.

LLM 318

LLM Large Language Models ChatGPT AI 318

Unite.AI

JULY 4, 2024

The model incorporates several advanced techniques, including novel attention mechanisms and innovative approaches to training stability, which contribute to its remarkable capabilities. Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful. What is Gemma 2?

Large Language Models 307

Large Language Models LLM Natural Language Processing Explainability 307

AI News

APRIL 1, 2025

Companies must validate and secure the underlying large language models (LLMs) to prevent malicious actors from exploiting these technologies. Enhanced observability and monitoring of model behaviours, along with a focus on data lineage can help identify when LLMs have been compromised.

DevOps 243

DevOps LLM Big Data Large Language Models 243

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.

Large Language Models 92

Large Language Models LLM Natural Language Processing NLP 92

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.

OpenAI 298

OpenAI AI Modeling Big Data Large Language Models 298

AWS Machine Learning Blog

APRIL 2, 2025

The goal of this blog post is to show you how a large language model (LLM) can be used to perform tasks that require multi-step dynamic reasoning and execution. These tools allow LLMs to perform specialized tasks such as retrieving real-time information, running code, browsing the web, or generating images.

Large Language Models 92

Large Language Models LLM Machine Learning Big Data 92

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.

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Large Language Models Deep Learning AI AI 223

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 312

LLM Large Language Models AI AI 312

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. For detailed information, visit Perplexity Labs. 405B model.

LLM 274

LLM AI AI OpenAI 274

Unite.AI

MARCH 29, 2025

Large language models (LLMs) are rapidly evolving from simple text prediction systems into advanced reasoning engines capable of tackling complex challenges. The development of reasoning techniques is the key driver behind this transformation, allowing AI models to process information in a structured and logical manner.

Large Language Models 265

Large Language Models OpenAI Data Analysis Explainability 265

Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks.

Large Language Models 272

Large Language Models Prompt Engineering Prompt Engineer Neural Network 272

Unite.AI

JANUARY 2, 2025

Today, there are dozens of publicly available large language models (LLMs), such as GPT-3, GPT-4, LaMDA, or Bard, and the number is constantly growing as new models are released. LLMs have revolutionized artificial intelligence, completely altering how we interact with technology across various industries.

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LLM ChatGPT Large Language Models Artificial Intelligence 231

Flipboard

MARCH 28, 2025

One of the most frustrating things about using a large language model is dealing with its tendency to confabulate information , hallucinating answers that are not supported by its training data.

Neural Network 181

Neural Network Large Language Models LLM AI 181

Marktechpost

MARCH 5, 2025

Prior research has explored strategies to integrate LLMs into feature selection, including fine-tuning models on task descriptions and feature names, prompting-based selection methods, and direct filtering based on test scores. A task-specific LLM enhances predictions through prompt engineering and RAG.

Large Language Models 77

Large Language Models LLM Machine Learning Prompt Engineer 77

Towards AI

NOVEMBER 16, 2024

In the dynamic realm of artificial intelligence, the ability to access and synthesize real-time information is paramount. 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

LLM 105

LLM AI Modeling Large Language Models Artificial Intelligence 105

Unite.AI

NOVEMBER 11, 2024

Machines are demonstrating remarkable capabilities as Artificial Intelligence (AI) advances, particularly with Large Language Models (LLMs). This raises an important question: Do LLMs remember the same way humans do? They understand and generate language with high accuracy.

LLM 176

LLM Large Language Models Natural Language Processing BERT 176

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. Even the most promising LLM models like GPT-3.5

LLM 284

LLM Large Language Models Prompt Engineer Prompt Engineering 284

Unite.AI

MARCH 15, 2025

This nomenclature perfectly describes the dual capabilities of Manus to think (process complex information and make decisions) and act (execute tasks and generate results). For thinking, Manus relies on large language models (LLMs), and for action, it integrates LLMs with traditional automation tools.

Large Language Models 320

Large Language Models AI AI Automation 320

Unite.AI

DECEMBER 26, 2024

One big problem is AI hallucinations , where the system produces false or made-up information. Though Large Language Models (LLMs) are incredibly impressive, they often struggle with staying accurate, especially when dealing with complex questions or retaining context.

LLM 144

LLM Chatbots AI AI 144

Unite.AI

MARCH 16, 2025

In addition, these models usually need task-specific fine-tuning, making them resource-intensive and difficult to scale to new domains. Meta AIs Multimodal Iterative LLM Solver (MILS) is a development that changes this. 8B, that creates multiple possible interpretations of the input.

AI 255

AI AI Data Quality AI Modeling 255

Marktechpost

DECEMBER 6, 2024

The rapid adoption of Large Language Models (LLMs) in various industries calls for a robust framework to ensure their secure, ethical, and reliable deployment. Lets look at 20 essential guardrails designed to uphold security, privacy, relevance, quality, and functionality in LLM applications.

LLM 107

LLM Natural Language Processing Machine Learning Large Language Models 107

Analytics Vidhya

MAY 20, 2024

Introduction Artificial intelligence has made tremendous strides in Natural Language Processing (NLP) by developing Large Language Models (LLMs). These models, like GPT-3 and GPT-4, can generate highly coherent and contextually relevant text.

Large Language Models 318

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 318

Towards AI

MARCH 13, 2025

Now, for this weeks issue, we have a very interesting article on information theory, exploring self-information, entropy, cross-entropy, and KL divergence these concepts bridge probability theory with real-world applications. Code experiments using logistic regression demonstrate the effectiveness of these techniques.

Large Language Models 82

Large Language Models Robotics LLM Data Science 82

Flipboard

JANUARY 24, 2025

In this post, we show you an example of a generative AI assistant application and demonstrate how to assess its security posture using the OWASP Top 10 for Large Language Model Applications , as well as how to apply mitigations for common threats.

Generative AI 160

Generative AI LLM AI AI 160

Analytics Vidhya

JULY 15, 2024

Introduction LLMs (large language models) are becoming increasingly relevant in various businesses and organizations. Their ability to understand and analyze data and make sense of complex information can drive innovation, improve operational efficiency, and deliver personalized experiences across various industries.

Large Language Models 286

Large Language Models LLM Automation Deep Learning 286

AI News

JULY 30, 2024

This new tool, LLM Suite, is being hailed as a game-changer and is capable of performing tasks traditionally assigned to research analysts. According to an internal memo obtained by the Financial Times , JPMorgan has granted employees in its asset and wealth management division access to this large language model platform.

AI Chatbots 337

AI Chatbots Chatbots LLM Large Language Models 337