Analytics Vidhya

JULY 23, 2024

This vision is becoming a reality with advancements in large language models (LLMs). However, to tailor these models to specific tasks, fine-tuning is essential. Think of it as sculpting a rough block into a precise masterpiece.

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Large Language Models Generative AI Python AI 260

Analytics Vidhya

JULY 8, 2024

This latest iteration introduces two models: a 27 billion parameter version that matches the performance of larger models like Llama 3 70B with significantly lower processing requirements, and a 9 billion parameter version that surpasses the Llama […] The post Gemma 2: Successor to Google Gemma Family of Large Language Models appeared first on (..)

Large Language Models 269

Large Language Models Generative AI Python Machine Learning 269

Unite.AI

DECEMBER 19, 2024

AI is becoming a more significant part of our lives every day. But as powerful as it is, many AI systems still work like black boxes. People want to know how AI systems work, why they make certain decisions, and what data they use. The more we can explain AI, the easier it is to trust and use it. Thats where LLMs come in.

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Large Language Models Explainable AI Explainability Conversational AI 208

Unite.AI

JULY 4, 2024

Whether you're a seasoned AI practitioner or an enthusiastic newcomer to the field, this article aims to provide valuable insights into how Gemma 2 works and how you can leverage its power in your own projects. Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful.

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Large Language Models LLM Natural Language Processing Explainability 312

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.

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Large Language Models Categorization LLM NLP 205

Unite.AI

NOVEMBER 1, 2024

After the rise of generative AI, artificial intelligence is on the brink of another significant transformation with the advent of agentic AI. This change is driven by the evolution of Large Language Models (LLMs) into active, decision-making entities. The Rise of Agentic AI: What Is It?

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Large Language Models AI AI Automation 182

Unite.AI

NOVEMBER 26, 2024

Artificial intelligence (AI) has come a long way, with large language models (LLMs) demonstrating impressive capabilities in natural language processing. These models have changed the way we think about AI’s ability to understand and generate human language.

Large Language Models 189

Large Language Models Robotics AI Natural Language Processing 189

Flipboard

DECEMBER 31, 2024

Alibaba is cutting prices on its large language models by up to 85%, the Chinese tech giant announced Tuesday. The Hangzhou-based e-commerce firm's

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Large Language Models AI AI Artificial Intelligence 181

Analytics Vidhya

MAY 3, 2024

Introduction Large Language Models (LLMs) are ubiquitous in various applications such as chat applications, voice assistants, travel agents, and call centers. However, people are increasingly using ChatGPT and other LLMs, which may provide prompts with personal identifiable information or toxic language.

Responsible AI 301

Responsible AI Large Language Models ChatGPT AI 301

Analytics Vidhya

MAY 27, 2024

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. appeared first on Analytics Vidhya.

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Generative AI Large Language Models AI AI 346

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.

LLM 309

LLM Large Language Models Artificial Intelligence Artificial Intelligence 309

Analytics Vidhya

APRIL 14, 2024

French startup, Mistral AI, has launched its latest large language model (LLM), Mixtral 8x22B, into the artificial intelligence (AI) landscape. Similar to its previous models, this too aligns with Mistral’s commitment to open-source development.

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Large Language Models Artificial Intelligence Artificial Intelligence OpenAI 302

Analytics Vidhya

JANUARY 26, 2024

Introduction The rise of Large Language Models (LLMs) like ChatGPT has been revolutionary, igniting a new era in how we interact with technology. These sophisticated models, exemplified by ChatGPT, have redefined how we engage with digital platforms.

Generative AI 340

Generative AI Large Language Models ChatGPT AI 340

AI News

APRIL 17, 2024

SAS, a specialist in data and AI solutions, has unveiled what it describes as a “game-changing approach” for organisations to tackle business challenges head-on. In today’s market, the consumption of models is primarily focused on large language models (LLMs) for generative AI.

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AI Modeling Large Language Models Big Data AI 331

AI News

MARCH 28, 2024

Databricks has announced the launch of DBRX, a powerful new open-source large language model that it claims sets a new bar for open models by outperforming established options like GPT-3.5 Customers can interact with DBRX via APIs or use the company’s tools to finetune the model on their proprietary data.

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Large Language Models Big Data LLM Generative AI 314

Analytics Vidhya

JUNE 19, 2024

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion.

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Large Language Models AI AI LLM 314

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.

Large Language Models 279

Large Language Models OpenAI Big Data AI Modeling 279

Analytics Vidhya

DECEMBER 26, 2023

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand.

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Large Language Models Chatbots AI AI 383

Analytics Vidhya

SEPTEMBER 19, 2024

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have become the de-facto standard for building intelligent AI assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of large language models (LLMs).

Large Language Models 299

Large Language Models AI AI Generative AI 299

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 296

LLM Large Language Models Natural Language Processing Data Analysis 296

Unite.AI

MARCH 11, 2024

As we navigate the recent artificial intelligence (AI) developments, a subtle but significant transition is underway, moving from the reliance on standalone AI models like large language models (LLMs) to the more nuanced and collaborative compound AI systems like AlphaGeometry and Retrieval Augmented Generation (RAG) system.

AI Modeling 303

AI Modeling Neural Network Large Language Models AI 303

AI News

SEPTEMBER 10, 2024

Sony Research and AI Singapore (AISG) will collaborate on research for the SEA-LION family of large language models (LLMs). SEA-LION, which stands for Southeast Asian Languages In One Network, aims to improve the accuracy and capability of AI models when processing languages from the region.

Large Language Models 295

Large Language Models Big Data LLM AI 295

Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). However, as these models expand in use, so do concerns over privacy and data security. This is where unlearning becomes essential. Accountability is another pressing concern.

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LLM Large Language Models AI AI 316

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 291

Unite.AI

NOVEMBER 28, 2024

In recent years, artificial intelligence (AI) has emerged as a key tool in scientific discovery, opening up new avenues for research and accelerating the pace of innovation. Among the various AI technologies, Graph AI and Generative AI are particularly useful for their potential to transform how scientists approach complex problems.

Generative AI 312

Generative AI AI AI Neural Network 312

Analytics Vidhya

JULY 1, 2024

Introduction Before talking about AI Agents, It is imperative to understand the lifespan of a sophisticated language model like GPT. A large language model such as GPT starts its lifespan with pretraining when it learns from a massive corpus of textual data to establish a basic grasp of the language.

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Large Language Models AI AI LLM 275

Analytics Vidhya

JUNE 24, 2024

Introduction Everyone needs to have faster and reliable inference from the Large Language models. vLLM, a cutting-edge open source framework designed to simplify the deployment and management of large language models with very less throughput.

Large Language Models 284

Large Language Models LLM Generative AI AI 284

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.

LLM 346

LLM Large Language Models Artificial Intelligence Artificial Intelligence 346

Analytics Vidhya

OCTOBER 14, 2024

Introduction Today, we will discuss the first pattern in the series of agentic AI design patterns: The Reflection Pattern. The Reflection Pattern is a powerful approach in AI, particularly for large language models (LLMs), where an iterative process of generation and self-assessment improves the output quality.

Large Language Models 210

Large Language Models AI AI Artificial Intelligence 210

AI News

AUGUST 9, 2024

Alibaba Cloud’s Qwen team has unveiled Qwen2-Math, a series of large language models specifically designed to tackle complex mathematical problems. “We will continue to enhance our models’ ability to solve complex and challenging mathematical problems,” affirmed the Qwen team.

Big Data 328

Big Data Large Language Models AI AI 328

Analytics Vidhya

JUNE 11, 2024

Introduction Fine-tuning enables large language models to better align with specific tasks, teach new facts, and incorporate new information. Fine-tuning significantly improves performance compared to prompting, typically surpassing larger models due to its speed and cost-effectiveness.

Large Language Models 284

Large Language Models AI AI Artificial Intelligence 284

Unite.AI

DECEMBER 4, 2024

Without a second thought, you transfer the money, only to find out later that your mother never made that call; it was an advanced AI system perfectly mimicking her voice and fabricating a detailed scenario. The dawn of AI technologies like large language models (LLMs) has brought about incredible advancements.

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Large Language Models AI AI Artificial Intelligence 317

AI News

FEBRUARY 8, 2024

A breakthrough approach in enhancing the reasoning abilities of large language models (LLMs) has been unveiled by researchers from Google DeepMind and the University of Southern California. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

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Large Language Models Big Data AI AI 336

Analytics Vidhya

SEPTEMBER 15, 2024

Introduction Recently, with the rise of large language models and AI, we have seen innumerable advancements in natural language processing. Models in domains like text, code, and image/video generation have archived human-like reasoning and performance.

Large Language Models 279

Large Language Models Natural Language Processing Prompt Engineering Prompt Engineer 279

Analytics Vidhya

MAY 2, 2024

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses.

Large Language Models 312

Large Language Models LLM Generative AI AI 312

AI News

SEPTEMBER 27, 2024

Ahead of AI & Big Data Expo Europe, AI News caught up with Ivo Everts, Senior Solutions Architect at Databricks , to discuss several key developments set to shape the future of open-source AI and data governance. ” In line with their commitment to open ecosystems, Databricks has also open-sourced Unity Catalog.

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Large Language Models Big Data Explainability ETL 276

Analytics Vidhya

MAY 28, 2024

This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning.

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Large Language Models Generative AI Python Machine Learning 304