Скачать или смотреть How LLMs Work: The Secret Sauce Behind ChatGPT's Success

Delve into the fascinating world of Large Language Models (LLMs), how these AI marvels, like ChatGPT, Bard, and Llama, work and what the future holds for them? Join us on this journey as we explain the history, capabilities, inner workings, and the exciting potential of LLMs

The history of LLMs is an awe-inspiring tale of innovation in the realms of deep learning, machine learning, and natural language processing (NLP). We'll take you back to their humble beginnings and trace their evolution to the groundbreaking AI we have today.

Prepare to be amazed by the incredible feats LLMs are capable of. From generating human-like text to answering complex questions, they have transformed industries like healthcare, finance, and entertainment. We'll showcase some mind-blowing facts about ChatGPT, its applications, and use cases.

Understand that LLMs require demystifying the core concepts behind them like:

*Tokenization*: We'll break down how text is divided into smaller units for processing.
*Embedding*: Learn how LLMs transform words into numerical vectors for computation.
*Attention*: Discover the mechanism that enables LLMs to focus on specific parts of text.
*Pre-Training*: Explore how LLMs are initially trained on massive datasets to learn language.
*Transfer Learning*: See how they fine-tune their knowledge for specific tasks.
Explore the journey from data to a powerful LLM in four crucial steps:

*Processing of Data*: We'll show you how massive text datasets are curated and cleaned.
*Training LLMs*: Dive into the world of deep learning as we explain the training process.
*Testing the Model*: Understand how developers rigorously assess LLMs to ensure reliability.
*Collecting Feedback*: Learn how user feedback is invaluable in improving LLMs over time.

Discover the limitless potential they hold in transforming industries, enhancing customer experiences, and even aiding scientific research. We'll explore how AI-driven technologies like ChatGPT, Bard, and Llama will continue to shape our world.

Stay tuned for more enlightening content on the latest trends in AI and technology. Don't forget to like, subscribe, and hit that notification bell to stay updated on all things AI-related. Thanks for joining us on this journey through the world of Large Language Models!

⌚️ Timestamps:
00:00 Intro
00:48 What is a large language model, aka LLM?
01:32 History of Large Language Models
03:52 Examples of what LLMs Can Do
05:25 How do they work?
08:08 How LLMs Are Built?
09:57 What’s The Future of LLMs?

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