๐Ÿ”ฅ WTH is Tokenization & Embodied AI?

OwnFoundations ยท Beginner ยท๐Ÿง  Large Language Models ยท1y ago

About this lesson

Discover what makes Large Language Models (LLMs)โ€”like the famous chatbot ChatGPTโ€”so powerful and magical! Understand how Transformers (the "T" in ChatGPT) have forever changed the way we live, work, and make money. Are you positioning yourself to be the replacerโ€”or the replaced? Master the jargonโ€”without intimidation: - SFT (Supervised Fine-Tuning) - RL (Reinforcement Learning) - RLHF (Reinforcement Learning from Human Feedback) - Tokens & Tokenization - Neural Networks - Attention Mechanism etc. ๐Ÿ’Œ Sign up for Free Weekly Insights to Leverage Your Work with AI + Grow Your Wealth: https://www.ownfoundations.com ๐Ÿ“š Books: The Intelligent Investor by Benjamin Graham: https://amzn.to/42TB5DO Co-Intelligence: Living and Working with AI by Ethan Mollick: https://amzn.to/3YsldH8 ๐Ÿ‘‹๐Ÿผ How are you leveraging this trillion-dollar technology in your business? What's your first step to becoming the owner instead of the laid-off employee? Write me in the comments below.๐Ÿ‘‡๐Ÿป ๐Ÿ› ๏ธ My Tools + Gear: - Sony Alpha ZV-E10, APS-C Interchangeable Lens Mirrorless Vlog Camera, https://amzn.to/40z6Y2M - TAMRON 11-20MM F/2.8 DI III-A RXD, https://amzn.to/3uazax4 - Shure SM7B Dynamic Vocal Microphone, https://amzn.to/3MFBRgs - Apple Mac Studio 2023, https://amzn.to/42HpDuB - Logitech MX Master 3S for Mac, https://amzn.to/47arauw - Ergotopiaยฎ Desktopia Pro X Electric Height-Adjustable Desk, https://amzn.to/49vhgoJ ๐Ÿ˜Š Socials: https://twitter.com/OwnFoundations https://instagram.com/OwnFoundations youtube.com/@OwnFoundations โ˜•๏ธ https://www.buymeacoffee.com/ownfoundations ๐Ÿ‘€ Watch next: https://www.youtube.com/watch?v=WXuK6gekU1Y https://youtu.be/M5pgGeLKj-c https://youtu.be/rmxoLd__S9g โฐ Timestamps 00:00 Intro 01:12 What is ChatGPT, really? 02:24 The 3-Stage Training Process 02:37 Pre-Training 03:30 Supervised Fine-Tuning (SFT) 04:08 Reinforcement Learning (RL) 04:27 Reinforcement Learning from Human Feedback (RLHF) 06:55 How Large Language Models (LLMs) Work 07:03 Tokens, Tokeniza

Original Description

Discover what makes Large Language Models (LLMs)โ€”like the famous chatbot ChatGPTโ€”so powerful and magical! Understand how Transformers (the "T" in ChatGPT) have forever changed the way we live, work, and make money. Are you positioning yourself to be the replacerโ€”or the replaced? Master the jargonโ€”without intimidation: - SFT (Supervised Fine-Tuning) - RL (Reinforcement Learning) - RLHF (Reinforcement Learning from Human Feedback) - Tokens & Tokenization - Neural Networks - Attention Mechanism etc. ๐Ÿ’Œ Sign up for Free Weekly Insights to Leverage Your Work with AI + Grow Your Wealth: https://www.ownfoundations.com ๐Ÿ“š Books: The Intelligent Investor by Benjamin Graham: https://amzn.to/42TB5DO Co-Intelligence: Living and Working with AI by Ethan Mollick: https://amzn.to/3YsldH8 ๐Ÿ‘‹๐Ÿผ How are you leveraging this trillion-dollar technology in your business? What's your first step to becoming the owner instead of the laid-off employee? Write me in the comments below.๐Ÿ‘‡๐Ÿป ๐Ÿ› ๏ธ My Tools + Gear: - Sony Alpha ZV-E10, APS-C Interchangeable Lens Mirrorless Vlog Camera, https://amzn.to/40z6Y2M - TAMRON 11-20MM F/2.8 DI III-A RXD, https://amzn.to/3uazax4 - Shure SM7B Dynamic Vocal Microphone, https://amzn.to/3MFBRgs - Apple Mac Studio 2023, https://amzn.to/42HpDuB - Logitech MX Master 3S for Mac, https://amzn.to/47arauw - Ergotopiaยฎ Desktopia Pro X Electric Height-Adjustable Desk, https://amzn.to/49vhgoJ ๐Ÿ˜Š Socials: https://twitter.com/OwnFoundations https://instagram.com/OwnFoundations youtube.com/@OwnFoundations โ˜•๏ธ https://www.buymeacoffee.com/ownfoundations ๐Ÿ‘€ Watch next: https://www.youtube.com/watch?v=WXuK6gekU1Y https://youtu.be/M5pgGeLKj-c https://youtu.be/rmxoLd__S9g โฐ Timestamps 00:00 Intro 01:12 What is ChatGPT, really? 02:24 The 3-Stage Training Process 02:37 Pre-Training 03:30 Supervised Fine-Tuning (SFT) 04:08 Reinforcement Learning (RL) 04:27 Reinforcement Learning from Human Feedback (RLHF) 06:55 How Large Language Models (LLMs) Work 07:03 Tokens, Tokeniza
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Chapters (9)

Intro
1:12 What is ChatGPT, really?
2:24 The 3-Stage Training Process
2:37 Pre-Training
3:30 Supervised Fine-Tuning (SFT)
4:08 Reinforcement Learning (RL)
4:27 Reinforcement Learning from Human Feedback (RLHF)
6:55 How Large Language Models (LLMs) Work
7:03 Tokens, Tokeniza
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