AI and LLM - Artificial Intelligence Zone

RAG and Streamlit Chatbot: Chat with Documents Using LLM

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

Chatbots LLM Large Language Models AI

30+ LLM Interview Questions and Answers

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

LLM Large Language Models Natural Language Processing Data Analysis

Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare

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

LLM Generative AI AI Modeling AI

Webinars

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

How To Get Promoted In Product Management

MORE WEBINARS

10 Open Source Datasets for LLM Training

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.

LLM

LLM Large Language Models ChatGPT AI

How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Infusing advanced AI features into reports and analytics can set you apart from the competition.

AI

Mistral AI unveils LLM rivalling major players

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.

LLM

LLM Large Language Models Big Data OpenAI

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

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.

LLM

LLM Large Language Models Prompt Engineer Prompt Engineering

Databricks DBRX: The Open-Source LLM Taking on the Giants

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

LLM Large Language Models AI AI

Starling-7B: LLM with Reinforcement Learning from AI Feedback

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).

LLM

LLM Large Language Models AI AI

LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are less understood.

LLM

Empower Your Research with a Tailored LLM-Powered AI Assistant

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.

LLM

LLM Large Language Models OpenAI AI

Building an LLM Model using Google Gemini API

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

LLM OpenAI ChatGPT AI

Meta raises the bar with open source Llama 3 LLM

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

LLM Large Language Models Big Data Responsible AI

How to Build LLM Apps Using Vector Database?

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

LLM Natural Language Processing Large Language Models Deep Learning

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

Large Language Models

Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System

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.

LLM

LLM ChatGPT Prompt Engineer Prompt Engineering

Building Invoice Extraction Bot using LangChain and LLM

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

LLM Large Language Models Machine Learning Generative AI

All You Need to Know About Gemma, the Open-Source LLM Powerhouse

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?

LLM

LLM BERT Responsible AI AI Researcher

World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run

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).

LLM

LLM Large Language Models AI Modeling AI

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. Aarushi Kansal, AI leader, is here to explore ongoing testing and evaluation strategies tailored specifically for LLM-based applications.

LLM

Decoding Opportunities and Challenges for LLM Agents in Generative AI

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.

LLM

LLM Generative AI Large Language Models Responsible AI

Apple Secretly Launches Its First Open-Source LLM, Ferret

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

LLM Large Language Models Artificial Intelligence Artificial Intelligence

Indian Startup Releases OpenHathi: First-ever Hindi LLM

Analytics Vidhya

DECEMBER 14, 2023

In a noteworthy stride towards linguistic innovation, Indian AI startup Sarvam AI has released OpenHathi LLM, marking a significant leap in the realm of Hindi language models. Genesis of OpenHathi Sarvam […] The post Indian Startup Releases OpenHathi: First-ever Hindi LLM appeared first on Analytics Vidhya.

LLM

LLM AI AI

Training Your Own LLM Without Coding

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.

LLM

LLM Large Language Models Generative AI AI

Fundamental Principles of Langchain in LLM Based Application Development

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

LLM Large Language Models OpenAI ChatGPT

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

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

LLM NLP Artificial Intelligence Artificial Intelligence

Amazon trains 980M parameter LLM with ’emergent abilities’

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

LLM Large Language Models Natural Language Processing Big Data

LLM-Driven Text-to-Image With DiffusionGPT

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.

LLM

LLM Large Language Models Deep Learning Artificial Intelligence

Orca LLM: Simulating the Reasoning Processes of ChatGPT

Analytics Vidhya

JANUARY 2, 2024

Recently, a groundbreaking development called Orca LLM (Logical and Linguistic Model) has taken center stage, aiming to simulate […] The post Orca LLM: Simulating the Reasoning Processes of ChatGPT appeared first on Analytics Vidhya.

LLM

LLM ChatGPT Artificial Intelligence Artificial Intelligence

Structured LLM Output Storage and Parsing in Python

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.

LLM

LLM Python Large Language Models Chatbots

26 Prompting Principles to Improve LLM Performance

Analytics Vidhya

JANUARY 5, 2024

In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance. How […] The post 26 Prompting Principles to Improve LLM Performance appeared first on Analytics Vidhya.

LLM

LLM Prompt Engineer Prompt Engineering Large Language Models

Unlearning Copyrighted Data From a Trained LLM – Is It Possible?

Unite.AI

JANUARY 23, 2024

In the domains of artificial intelligence (AI) and machine learning (ML), large language models (LLMs) showcase both achievements and challenges. Trained on vast textual datasets, LLM models encapsulate human language and knowledge. Why is LLM Unlearning Needed?

LLM

LLM Large Language Models OpenAI ML

The Era of 1-Bit LLM: Microsoft’s Groundbreaking Technology

Analytics Vidhya

MARCH 3, 2024

Introduction In a groundbreaking move, Microsoft introduced a revolutionary 1-Bit LLM technology set to redefine the landscape of language models. This cutting-edge development promises to revolutionize how we interact with AI systems and open up a world of possibilities for the future.

LLM

LLM Large Language Models AI AI

Building LLM-Powered Applications with LangChain

Analytics Vidhya

JULY 5, 2023

Among these advancements is the revolutionary Language Model, known as the LLM (Large Language Model), which has completely transformed the way we interact with […] The post Building LLM-Powered Applications with LangChain appeared first on Analytics Vidhya.

LLM

LLM Natural Language Processing Large Language Models NLP

A Deep Dive into Retrieval-Augmented Generation in LLM

Unite.AI

OCTOBER 2, 2023

Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge. However, crafting an effective prompt is not the full-fledged solution to get what you want from an LLM. Although advanced LLM has built-in mechanisms to recognize and avoid such outputs.

LLM

LLM Prompt Engineer Prompt Engineering Large Language Models

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

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.

LLM

LLM Generative AI Python Machine Learning

Will LLM and Generative AI Solve a 20-Year-Old Problem in Application Security?

Unite.AI

JUNE 14, 2023

However, a promising new technology, Generative AI (GenAI), is poised to revolutionize the field. This necessitates a paradigm shift in security approaches, and Generative AI holds a possible key to tackling these challenges. The modern LLMs are trained on millions of examples from big code repositories, (e.g.,

LLM

LLM Generative AI Automation Machine Learning

Chain of Verification Implementation Using LangChain Expression Language and LLM

Analytics Vidhya

DECEMBER 14, 2023

Introduction The constant quest for precision and dependability in the field of Artificial Intelligence (AI) has brought in game-changing innovations. One of the biggest barriers to the use of Generative AI in different sophisticated applications is hallucination.

LLM

LLM Artificial Intelligence Artificial Intelligence Generative AI

Build Audio LLM Apps with AssemblyAI

AssemblyAI

APRIL 5, 2024

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community LeMUR Cookbooks: Build Audio LLM Apps LeMUR is the easiest way to code applications that apply LLMs to speech. Coding an AI Voice Bot from Scratch: Real-Time Conversation with Python :

LLM

LLM Neural Network Large Language Models Python

Top 10 LLM Vulnerabilities

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

LLM

LLM Large Language Models Prompt Engineer Prompt Engineering

LLM Fine Tuning with PEFT Techniques

Analytics Vidhya

OCTOBER 9, 2023

Introduction Large language models, or LLMs, have taken the world of natural language processing by storm. They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs. Essentially, they aim to mimic human language understanding and generation.

LLM

LLM Large Language Models Natural Language Processing Prompt Engineer

Deutsche Telekom and SK Telecom partner on telco-focused LLM

AI News

OCTOBER 23, 2023

SK Telecom and Deutsche Telekom have officially inked a Letter of Intent (LOI) to collaborate on developing a specialised LLM (Large Language Model) tailored for telecommunication companies. This innovative partnership aims to create a telco-specific LLM that empowers global telcos to effortlessly and rapidly construct generative AI models.

LLM

LLM Large Language Models Big Data Generative AI

Attention Sinks for LLM – Endless Generation

Analytics Vidhya

DECEMBER 24, 2023

This is the promise of attention sinks, a revolutionary method that unlocks endless generation for LLMs. Learning Objectives This article was published as a part of the Data […] The post Attention Sinks for LLM – Endless Generation appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Generative AI Artificial Intelligence

Amazon is building a LLM to rival OpenAI and Google

AI News

NOVEMBER 8, 2023

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. Prasad, as the head scientist of artificial general intelligence (AGI) at Amazon, has unified AI efforts across the company. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

LLM

LLM OpenAI Large Language Models Big Data

RAG and Streamlit Chatbot: Chat with Documents Using LLM

30+ LLM Interview Questions and Answers

Webinars

Trending Sources

Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare

Webinars

10 Open Source Datasets for LLM Training

How to Leverage AI for Actionable Insights in BI, Data, and Analytics

Mistral AI unveils LLM rivalling major players

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

Databricks DBRX: The Open-Source LLM Taking on the Giants

Starling-7B: LLM with Reinforcement Learning from AI Feedback

LLMs in Production: Tooling, Process, and Team Structure

Empower Your Research with a Tailored LLM-Powered AI Assistant

Building an LLM Model using Google Gemini API

Meta raises the bar with open source Llama 3 LLM

How to Build LLM Apps Using Vector Database?

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System

Building Invoice Extraction Bot using LangChain and LLM

All You Need to Know About Gemma, the Open-Source LLM Powerhouse

World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Decoding Opportunities and Challenges for LLM Agents in Generative AI

Apple Secretly Launches Its First Open-Source LLM, Ferret

Indian Startup Releases OpenHathi: First-ever Hindi LLM

Training Your Own LLM Without Coding

Fundamental Principles of Langchain in LLM Based Application Development

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

Amazon trains 980M parameter LLM with ’emergent abilities’

LLM-Driven Text-to-Image With DiffusionGPT

Orca LLM: Simulating the Reasoning Processes of ChatGPT

Structured LLM Output Storage and Parsing in Python

26 Prompting Principles to Improve LLM Performance

Unlearning Copyrighted Data From a Trained LLM – Is It Possible?

The Era of 1-Bit LLM: Microsoft’s Groundbreaking Technology

Building LLM-Powered Applications with LangChain

A Deep Dive into Retrieval-Augmented Generation in LLM

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Will LLM and Generative AI Solve a 20-Year-Old Problem in Application Security?

Chain of Verification Implementation Using LangChain Expression Language and LLM

Build Audio LLM Apps with AssemblyAI

Top 10 LLM Vulnerabilities

LLM Fine Tuning with PEFT Techniques

Deutsche Telekom and SK Telecom partner on telco-focused LLM

Attention Sinks for LLM – Endless Generation

Amazon is building a LLM to rival OpenAI and Google

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