Course
Learn How To Build Your Own GPT
Learn how to build a Generative Pre-trained Transformer (GPT) from scratch using PyTorch.
This course includes
This course includes
Skill level
IntermediateTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary1 hourPrerequisites
2 coursesWe suggest you complete the following courses before you get started with Learn How To Build Your Own GPT:- Intro to PyTorch and Neural Networks
- Generating Text with PyTorch
About this course
Learn how to build your own GPT (Generative Pre-trained Transformer) from scratch using PyTorch in this course. You will use PyTorch to construct a transformer, train it on a text corpus, and then use the trained transformer to generate new text.
Skills you'll gain
Understand the steps involved in building a GPT model
Train a transformer on text data to generate text
Tweak hyperparameters in a GPT model to achieve optimal performance
Syllabus
Build Your Own GPT
Learn how to build a Generative Pre-trained Transformer (GPT) from scratch using PyTorch.
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What Are GPT Assistants?
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How to use PyTorch DataLoader: Custom Datasets, Transformations, and Efficient Techniques
Learn how PyTorch's DataLoader optimizes deep learning by managing data batching and transformations. Explore key features like custom datasets, parallel processing, and efficient loading techniques.
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Learn about what transformers are (the T of GPT) and how to work with them using Hugging Face librariesIntermediate2 hours - Course
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
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