An interactive course
Flow matching & diffusion.
How does a cloud of noise become a distribution of data? Build the intuition, follow the mathematics, and explore the answer through interactive experiments.
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A guided paper reading
Scaling laws for language models.
How do model size, data, and compute shape what a language model can learn? Explore Kaplan et al.’s scaling laws, work through the mathematics, and compare the Chinchilla update.
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