Скачать с ютуб Launch your own LLM (Deploy LLaMA 2 on Amazon SageMaker with Hugging Face Deep Learning Containers) в хорошем качестве

Launch your own LLM (Deploy LLaMA 2 on Amazon SageMaker with Hugging Face Deep Learning Containers)

Want to deploy your own Large Language Model that's smarter than ChatGPT? 🤔💭 In this exciting Tech Stack Playbook® tutorial, we'll walk through how to deploy Meta AI's LLaMA 2 LLM on Amazon SageMaker using Hugging Face Deep Learning Containers (DLCs) and Python. 📩 JOIN MY NEWSLETTER: https://www.techstackplaybook.com/signup 👨‍💻 GET THE CODE: https://www.techstackplaybook.com/lla... ^ 50% OFF by using code: TSP-FAN-LLAMA2-LLM-BUNDLE-50 ✨ LIKE & SUBSCRIBE FOR MORE CONTENT:    / brianhhough   One of the most requested topics I've been asked about this year is how to build and deploy AI/ML systems. In under 2 hours, this video will dive into all things LLMs and the most cutting edge MLOps infrastructure available to use on the internet. We will be using Hugging Face Deep Learning Containers, Amazon SageMaker, and Python to work with the model, make prompts, and work with an endpoint for model. If you've ever wondered how systems like ChatGPT work behind the scenes, then this video is for you! Here’s what you’ll learn how to do in this video series: 🙋‍♂️ Get access to Meta AI's LLaMA models 🤗 Learn how Hugging Face Deep Learning Containers (DLCs) work 🌐 Create a SageMaker Domain to fetch and deploy the model 🤖 Setup Amazon SageMaker and set up a server to run the model 🔊 Create a SageMaker Endpoint for our LLaMA 2 LLM 💬 Develop comprehensive prompts to speak to the model TIMESTAMPS: 0:00:00 - Intro 0:01:04 - What is an LLM? 0:05:00 - Solution Architecture + LLaMA 2 Overview 0:07:43 - Hugging Face Deep Learning Containers Overview 0:10:00 - AWS Best Practices 0:11:43 - Pricing + Cost Overview (Important!!) 0:15:41 - SageMaker Domain Setup 0:20:41 - SageMaker Studio Setup 0:24:22 - Request Access to LLM 0:26:51 - Install Dependencies + Setup SageMaker Session 0:38:43 - Obtain Hugging Face Deep Learning Container for LLM 0:41:59 - Configure LLM Model Requirements 0:46:21 - Instance Error Solutions + How to Request AWS Quota Increases 0:49:53 - Instance configuration + Testing 0:55:32 - Deploy LLaMA 2 to an Amazon SageMaker Endpoint 1:12:19 - Test Prompting 1 1:27:47 - Test Prompting 2 1:33:58 - Test Prompting 3 - Code Generation 1:37:29 - Test Prompting 4 - Career Advice 1:40:54 - Test Prompting 5 - Finance Tips 1:43:54 - SageMaker Endpoint Takedown 1:45:28 - Wrap up 1:47:15 - #aws #machinelearning #llm 🌟🌟🌟 POPULAR EPISODES 🌟🌟🌟 👉 Tutorial: Quote Generator—AWS, NextJS, TypeScript: https://www.youtube.com/live/XuCEi6SmIEo 👉 Why you should be learning cloud in 2023:    • Why you should be learning cloud in 2...   👉 My AWS re:Invent 2022 Talk: How to Become a Full-Stack Developer:    • AWS re:Invent 2022 Talk: "Become a Fu...   👉 Meet C.L.Ai.R.A - the world's 1st Autonomous AI Woman of Color (Powered by GPT-3 and Create Labs)    • Meet C.L.Ai.R.A - the world's 1st Aut...   👉 The 9 AWS Serverless Databases ALL App Developers & Software Engineers Should Know About 👨‍💻💭    • The 9 AWS Serverless Databases ALL Ap...   🌟🌟🌟 DEALS & DISCOUNTS 🌟🌟🌟 ☕️ If you'd be so kind as to buy me a coffee, that would make my day!: https://www.buymeacoffee.com/brianhhough 💰 Get $10 OF FREE BITCOIN on Coinbase with my referral link: https://coinbase.com/join/hough_7?src... 💰 Get a FREE STOCK (UP TO $500) when you join Robinhood with my referral link: https://join.robinhood.com/brianh4666 🌟🌟🌟 Let's connect on social media! 🌟🌟🌟 📨 Sign up for my mailing list: https://brianhhough.mykajabi.com/form... 📲 Instagram:   / brianhhough   📲 LinkedIn:   / brianhhough   📲 Twitter:   / brianhhough   Let’s digitize the world 👨‍💻🚀 #ai #coding #artificialintelligence