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Videos

Video thumbnail for Large Language Models (LLMs) - Everything You NEED To Know

The Epic History of Large Language Models (LLMs) | From LSTMs to ChatGPT | CampusX

Dive into the captivating journey of Large Language Models (LLMs) in this exploration! From their humble beginnings to transforming natural language processing, understand the evolution of these giants in the world of AI. Whether you're a tech enthusiast or just curious about the incredible progress in language models, this video takes you on a ...

Lecture 2: Large Language Models (LLM) Basics

In this lecture, we understand the basics of LLMs: (1) Introduction (2) Significance of the word “Large” in Large Language Models (3) LLMs vs Earlier NLP Models (4) LLM Secret Sauce: Transformers (5) Difference between the terminologies: LLM vs GenAI vs DL vs ML vs AI (6) Applications of LLMs The key reference book which this video series ...

Introduction to Generative AI and LLMs [Pt 1] | Generative AI for Beginners

Find the full "Generative AI for Beginners" Course here ️ https://aka.ms/genai-beginners Are you curious about the fascinating world of Generative AI and Large Language Models (LLMs)? Look no further! In this video, Carlotta Castelluccio takes us through the inner workings of Generative AI and how it is revolutionizing various industries ...

YouTube

· Jun 25, 2024

Video thumbnail for What you need to know about LLMs (Part 1 of 10)

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What you need to know about LLMs (Part 1 of 10)

Learn the basics of Large Language Models (LLMs) before you start working with them! We'll explore what LLMs are, how they're created, and their practical applications. You'll learn about the different types of models, the concept of tokenization, the limits of LLMs and why Responsible AI is important. Chapters 00:00 - Introduction to LLMs 00: ...

Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

Welcome to this course about development with Large Language Models, or LLMs. Throughout this course, you will complete hands-on projects will help you learn how to harness LLMs for your own projects. You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower ...

LLMs | Intro to Transformer: Positional Encoding and Layer Normalization | Lec 6.2

tl;dr: This lecture dives into the technical aspects of positional encoding methods and layer normalization within the Transformer framework, offering insights into how these features contribute to the model's ability to process sequential data effectively. 🎓 Lecturer: Tanmoy Chakraborty [https://tanmoychak.com] 🔗 Get the Slides Here ...

01 - Introduction to Generative AI and LLMs

Find the full "Generative AI for Beginners" Course here → https://aka.ms/genai-beginners Are you curious about the fascinating world of Generative AI and Large Language Models (LLMs)? Look no further! In this video, Carlotta Castelluccio takes us through the inner workings of Generative AI and how it is revolutionizing various industries ...

How Large Language Models Work

Learn in-demand Machine Learning skills now → https://ibm.biz/BdK65D Learn about watsonx → https://ibm.biz/BdvxRj Large language models-- or LLMs --are a type of generative pretrained transformer (GPT) that can create human-like text and code. There's a lot of talk about GPTs and LLMs lately, but they've actually been around for years! In ...

LLM Module 0 - Introduction | 0.2 Why LLMs

To participate in discussion forums, enroll in our Large Language Models course on edX for free here: https://www.edx.org/course/large-language-models-application-through-production All notebooks and slides are hosted on https://github.com/databricks-academy/large-language-models. You can find slides under the Releases section. #llms # ...

How to Build an LLM from Scratch | An Overview

🗞️ Get exclusive access to AI resources and project ideas: https://the-data-entrepreneurs.kit.com/shaw 🧑‍🎓 Build practical AI projects with me in just 6 weeks: https://maven.com/shaw-talebi/ai-builders-bootcamp -- This is the 6th video in a series on using large language models (LLMs) in practice. Here, I review key aspects of ...

LLM Explained Simply | What is LLM?

Simple and easy explanation of LLM or Large Language Model in less than 5 minutes. In this short video, you will build an intuition of how a large language model works using animation and simple storytelling. This is the explanation that even a high school student can understand easily. Neural network simple explanation: https://www.youtube.com ...

What is LLM (Large Language Model) | How Large Language Models Work? | Edureka

"🔥 Large Language Models (LLMs) Course with Generative AI : https://www.edureka.co/generative-ai-llms-course In this video on ""What is LLM"" we'll dive into large language models (LLMs), powerful AI systems trained on massive text datasets to understand and generate human-like language. We'll introduce the concept of LLMs, explain how they ...

Create a Large Language Model from Scratch with Python – Tutorial

Learn how to build your own large language model, from scratch. This course goes into the data handling, math, and transformers behind large language models. You will use Python. ️ Course developed by @elliotarledge 💻 Code and course resources: https://github.com/Infatoshi/fcc-intro-to-llms Join Elliot's Discord server: https://discord.gg ...

A Hackers' Guide to Language Models

In this deeply informative video, Jeremy Howard, co-founder of fast.ai and creator of the ULMFiT approach on which all modern language models (LMs) are based, takes you on a comprehensive journey through the fascinating landscape of LMs. Starting with the foundational concepts, Jeremy introduces the architecture and mechanics that make these AI ...

LLM Explained | What is LLM

Simple and easy explanation of LLM or Large Language Model in less than 5 minutes. In this short video, you will build an intuition of how a large language model works using animation and simple story telling. This is the explanation that even a high school student can understand easily. Simple Explanation of Neural Network: https://www.youtube ...

LLMOps (LLM Bootcamp)

New course announcement We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment. https://www.scale.bythebay.io/llm-workshop Hope to see some of you there ...

How to Build, Evaluate, and Iterate on LLM Agents

LLM Agents are one of the most in-demand uses of large language models. This workshop, led by the expert founders of LlamaIndex and TruEra, will show you how to develop, evaluate, and iterate LLM Agents, so that you can build powerful, effective LLM Agents quickly. In this workshop, you will learn: How to use a framework like LlamaIndex to ...

Prompt-Engineering for Open-Source LLMs

Turns out prompt-engineering is different for open-source LLMs! Actually, your prompts need to be engineered when switching across any LLM — even when OpenAI changes versions behind the scenes, which is why people get confused why their prompts don’t work anymore. Transparency of the entire prompt is critical to effectively squeezing out ...

LLama 2 LLM for PDF Invoice Data Extraction

I show how you can extract data from text PDF invoice using LLama2 LLM model running on a free Colab GPU instance. I specifically explain how you can improve data retrieval using carefully crafted prompts. Sparrow - data extraction from documents with ML: https://github.com/katanaml/sparrow Colab notebook: https://colab.research.google.com ...

02 - Exploring and comparing different LLM types

Find the full "Generative AI for Beginners" Course here → https://aka.ms/genai-beginners In this video, we explore the world of Large Language Models (LLMs). Carlotta Castelluccio and Pablo Lopes uncover the various types of LLMs, their applications across different industries, and the ways businesses can harness their potential. 🌟In this ...

747: Technical Intro to Transformers and LLMs — with Kirill Eremenko

#LLMs #TransformerArchitecture #AttentionMechanism http://www.superdatascience.com/llmcourse Attention and transformers in LLMs, the five stages of data processing, and a brand-new Large Language Models A-Z course: Kirill Eremenko joins host @JonKrohnLearns to explore what goes into well-crafted LLMs, what makes Transformers so powerful, and ...

LLM Evaluation Basics: Datasets & Metrics

This is an introduction to evaluating Large Language Models (LLMs), which covers what a dataset is, how we measure performance, and how automatic and human evaluation are done.

The animated Transformer: the Transformer model explained the fun way!

In this video, I'll be taking you through the amazing yet mysterious Transformer model (sorry no Autobots or Decepticons), which is the unsung hero behind ChatGPT and other LLMs. You'll learn end-to-end how a Transformer works. Papers Original Transfomer: https://arxiv.org/pdf/1706.03762.pdf GPT-3: https://arxiv.org/pdf/2005.14165.pdf Batch ...

Step-by-Step Guide: Run Any Large Language Models Locally - Simplified!

💖 Love Our Content? Here's How You Can Support the Channel: ☕️ Buy me a coffee: https://ko-fi.com/innoqube 📰 Stay in the loop! Subscribe to our newsletter: https://techfusion.beehiiv.com/subscribe ⚙️ My YouTube Gear: https://kit.co/InnoQube/ultimate-ai-creator-s-kit Easily Run Any Large Language Models (LLMs) on your local machine ...

L17.5 LLMS Example

MIT RES.6-012 Introduction to Probability, Spring 2018 View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu

Get Started with LLMs. Work with Large Language Models in 2024

Get our recent book Building LLMs for Production: https://tinyurl.com/3rbyjmwm The e-book version: https://academy.towardsai.net/courses/buildingllmsforproduction?ref=1f9b29 Our new course "From Beginners to Advanced LLM Developer": https://academy.towardsai.net/courses/beginner-to-advanced-llm-dev?ref=1f9b29 This video is sponsored by ...

AI 101: Part 1 - Introduction to LLMs and Enterprise Generative AI

Deploying LLMs on Structured Data Tasks: Lessons from the Trenches // Laurel Orr // LLMs III Talk

// Abstract Join us for an introduction to NSQL, a new family of open-source foundation models with up to 7B parameters automating SQL generation tasks. We will explore the limitations of existing open and closed-source foundation models for enterprise use, including issues of customization, quality, and privacy. We will highlight how NSQL ...

Unlocking the Power of LLMs | From Introduction to Enterprise Deployment #ai #llm

In today's rapidly evolving digital landscape, Large Language Models (LLMs) and Generative AI are emerging as transformative tools for enterprises. These innovations are not only changing how we interact with data but are also reshaping the very fabric of business operations. Unlike other public LLMs, what happens in your organization stays in ...

Optimization of LLMs: Series Introduction

Join us as we dive into the evolution of AI optimization—from GRPO (DeepSeek, 2024), CGPO (Meta, 2024), DPO (Stanford, 2023), RLHF (DeepMind/OpenAI, 2017), to PPO (OpenAI, 2017). We'll trace the journey from gradient descent and surrogate models to modern LLM training, highlighting key milestones like CNNs, RNNs, LSTMs, and the Transformer ...

Introduction to LLMs

LLM Starter Pack: A Pragmatic Guide to Success with the Large Language Models

Large Language Models (LLMs) have taken the world by storm. There is no AI conversation today that won't lead to "what about LLMs?". These models are great tools for solving some problems but can they be used everywhere and for all problems? When should we use them and which real-world problems are best solved without them? How do I pick my LLM ...

Ultimate LLM Guide: From Theory to Practice - Part 1 Introduction

Discover the realm of Large Language Models (LLMs) with this captivating video series - a perfect blend of theory and practice. This is the first video of the series, and a soft introduction. Embark on an enlightening exploration of LLMs, starting with an insightful introduction. I'll demystify LLMs, differentiate them from Pre-trained Language ...

Course: Introduction to Large Language Models (LLMs)

Understand the foundations of Large Language Models (LLMs) in just a few minutes per lesson. This course provides concise, focused content to help you grasp how LLMs work, how they learn, and how to apply them in real-world use cases. No technical background is required. Enroll now: https://learnprompting.org/courses/introduction-to-llms 🔗 ...

SmartBots AI | Tech Talk: Step-by-Step Guide to LLMs with Key Insights and Insider Tips

Step into the era of LLMs! Are they the next big thing or just a passing trend? Can they genuinely replicate human interactions? Find out in this video as we uncover the answers. Get started on your LLM journey with SmartBots. Visit smartbots.ai to learn more.

Beginner’s Guide to LLMs: How Large Language Models Power the GenAI Revolution

Confused by all the AI jargon? Wondering how tools like ChatGPT, Claude, and Bard actually work? 🤯 In this beginner-friendly video, Gourav Shah from School of DevOps breaks down the magic behind LLMs (Large Language Models) and Generative AI. Whether you're a DevOps engineer, tech enthusiast, or AI-curious learner—this is your crash course ...

What is an LLM? An Introduction to Large Language Models

In today’s video, we’ll dive into the world of Large Language Models (LLMs), the powerful technology behind AI systems like ChatGPT, Google’s PaLM, and Meta’s LLaMA. But what exactly is an LLM, and how does it work? 🤖 LLMs are advanced AI models designed to understand and generate human-like text by analyzing vast amounts of language ...

Lecture 1: Introduction to Large Language Model | LLMs Basics| Artificial Intelligence |

Welcome to the first lecture of our "Large Language Models Explained" playlist! In this introductory session, we'll demystify the world of Large Language Models (LLMs). Learn what LLMs are, how they work, and why they are revolutionizing the field of artificial intelligence. Join us as we embark on a journey to understand the foundations of ...

YouTube

· Sep 7, 2023

mavii

Videos

Large Language Models (LLMs) - Everything You NEED To Know

A Practical Introduction to Large Language Models (LLMs)

[1hr Talk] Intro to Large Language Models

What are Large Language Models (LLMs)?

LLMs | Introduction and Recent Advances | Lec 01

LLMs | Introduction to Natural Language Processing | Lec 02

LLMs | Introduction to Language Models| Lec 3.1

Deep Dive into LLMs like ChatGPT

Introduction to large language models

Build an LLM from Scratch 1: Set up your code environment

Introduction to Large Language Models

Developing an LLM: Building, Training, Finetuning

The Epic History of Large Language Models (LLMs) | From LSTMs to ChatGPT | CampusX

Lecture 2: Large Language Models (LLM) Basics

Introduction to Generative AI and LLMs [Pt 1] | Generative AI for Beginners

What you need to know about LLMs (Part 1 of 10)

Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

LLMs | Intro to Transformer: Positional Encoding and Layer Normalization | Lec 6.2

01 - Introduction to Generative AI and LLMs

How Large Language Models Work

LLM Module 0 - Introduction | 0.2 Why LLMs

How to Build an LLM from Scratch | An Overview

LLM Explained Simply | What is LLM?

What is LLM (Large Language Model) | How Large Language Models Work? | Edureka

Create a Large Language Model from Scratch with Python – Tutorial

A Hackers' Guide to Language Models

LLM Explained | What is LLM

LLMOps (LLM Bootcamp)

How to Build, Evaluate, and Iterate on LLM Agents

Prompt-Engineering for Open-Source LLMs

LLama 2 LLM for PDF Invoice Data Extraction

02 - Exploring and comparing different LLM types

747: Technical Intro to Transformers and LLMs — with Kirill Eremenko

LLM Evaluation Basics: Datasets & Metrics

The animated Transformer: the Transformer model explained the fun way!

Step-by-Step Guide: Run Any Large Language Models Locally - Simplified!

L17.5 LLMS Example

Get Started with LLMs. Work with Large Language Models in 2024

AI 101: Part 1 - Introduction to LLMs and Enterprise Generative AI

Deploying LLMs on Structured Data Tasks: Lessons from the Trenches // Laurel Orr // LLMs III Talk

Unlocking the Power of LLMs | From Introduction to Enterprise Deployment #ai #llm

Optimization of LLMs: Series Introduction

Introduction to LLMs

LLM Starter Pack: A Pragmatic Guide to Success with the Large Language Models

Ultimate LLM Guide: From Theory to Practice - Part 1 Introduction

Course: Introduction to Large Language Models (LLMs)

SmartBots AI | Tech Talk: Step-by-Step Guide to LLMs with Key Insights and Insider Tips

Beginner’s Guide to LLMs: How Large Language Models Power the GenAI Revolution

What is an LLM? An Introduction to Large Language Models

Lecture 1: Introduction to Large Language Model | LLMs Basics| Artificial Intelligence |