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What Is ChatGPT Doing and Why Does It Work? - Episode 6

Offered By: Wolfram via YouTube

Tags

ChatGPT Courses Machine Learning Courses Neural Networks Courses Computational Linguistics Courses Word Embeddings Courses Sentence Embedding Courses

Course Description

Overview

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Explore the inner workings of large language models, particularly ChatGPT, in this 18-minute video from Wolfram. Delve into the mechanics of how ChatGPT functions, covering topics such as word and sentence embedding, vector representation of language, and the process of sentence construction. Learn about the role of randomness in language generation and how to visualize sentences in 3D space. Gain insights into the Wolfram Plugin for ChatGPT and discover additional resources for further exploration of machine learning and AI technologies.

Syllabus

Intro
Representing Words as Vectors
Embedding Words
How Does GPT Work with Sentences?
Embedding Sentences
Going from Individual Words to Sentences
Adding Randomness, or Raising the Temperature
How Do We Continue to Build a Sentence?
Visualize the Sentence in 3D
What Is the Wolfram Plugin for ChatGPT?


Taught by

Wolfram

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