Dive into a unique collection of 8 challenging puzzles designed to enhance your understanding of training large language models on thousands of GPUs. Led by Sasha Rush, this interactive experience emphasizes memory efficiency and compute pipelining, giving you practical insights into modern AI development. Join us in exploring the intricacies of AI training through engaging, hands-on challenges.
LLM Training Puzzles is an engaging collection of 8 challenging puzzles focused on training large language models and neural networks using numerous GPUs. Developed by Sasha Rush, this repository provides a unique opportunity to delve into the complexities of distributed training across thousands of computers—a scenario that very few get to experience firsthand.
By tackling these puzzles, you'll gain valuable hands-on experience with essential concepts surrounding memory efficiency and compute pipelining, both crucial for modern AI applications.
To get started, it is recommended to run the puzzles on Google Colab. You can effortlessly copy the notebook by clicking the link below:
These puzzles are the sixth installment in a popular series designed for those passionate about computational challenges in AI and deep learning. If you enjoy this type of problem-solving, consider exploring other related series, including:
Join the adventure of mastering large-scale machine learning by tackling these intriguing puzzles!