- Lab
- AI
Intro To Language Modeling with PyTorch
In this lab, you'll explore the foundations of language modeling using PyTorch by building a tiny LSTM-based language model. You'll learn how to tokenize text, create embeddings, train a simple LSTM to predict the next word, and generate text from your model. By the end, you'll have hands-on experience with the key building blocks behind larger systems like GPT — starting from lightweight examples that make it easy to see how each part of a language model works.
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What's a lab?
Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.
Provided environment for hands-on practice
We will provide the credentials and environment necessary for you to practice right within your browser.
Guided walkthrough
Follow along with the author’s guided walkthrough and build something new in your provided environment!
Did you know?
On average, you retain 75% more of your learning if you get time for practice.