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Learn PyTorch

PyTorch is the Python library most research and production training code uses for tensors, automatic differentiation, and neural networks.

For programmers who can write Python and want to train or modify models instead of only calling an API.

Start here

Finish the official basics intro, then train the 60 Minute Blitz network and change one hyperparameter on purpose.

Recommended resources

Start here · Beginner

Learn the Basics

Official introduction to tensors, datasets, and the training loop.

pytorch.org
Build · Beginner

Deep Learning with PyTorch: A 60 Minute Blitz

A short path from tensors to training a small image classifier.

pytorch.org
Reference · Intermediate

PyTorch documentation

The API reference to consult once the tutorials use a function you do not recognize.

pytorch.org
Next · Intermediate

Hugging Face Transformers

Shows how PyTorch models are packaged and loaded in current language-model workflows.

huggingface.co

Related topics

Understand transformer models · Fine-tune a language model · Learn linear algebra for machine learning

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