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gpu-mode/Triton-Puzzles

Interactive Jupyter Notebook puzzles teaching Triton GPU programming for AI systems.

2.5k stars Jupyter Notebook LearningML Frameworks
Triton-Puzzles
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This repository provides a series of puzzles designed to teach programmers how to use Triton, an open-source language for GPU and accelerator programming used in modern AI systems. Learners progress from trivial examples to real algorithms including Flash Attention and quantized neural networks. The puzzles run via a Triton interpreter and do not require GPU hardware.

Frequently asked

What is gpu-mode/Triton-Puzzles?
Interactive Jupyter Notebook puzzles teaching Triton GPU programming for AI systems.
Is Triton-Puzzles open source?
Yes — gpu-mode/Triton-Puzzles is open source, released under the Apache-2.0 license.
What language is Triton-Puzzles written in?
gpu-mode/Triton-Puzzles is primarily written in Jupyter Notebook.
How popular is Triton-Puzzles?
gpu-mode/Triton-Puzzles has 2.5k stars on GitHub.
Where can I find Triton-Puzzles?
gpu-mode/Triton-Puzzles is on GitHub at https://github.com/gpu-mode/Triton-Puzzles.

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