Training Compute-Optimal Large Language Models: The Chinchilla Lesson

from Mastering Language Models: From Architecture to Optimization

A deep dive into Chinchilla and compute-optimal training, explaining why many large models were undertrained and why tokens should scale with parameters.

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This episode is 11 minutes long.

When was this Mastering Language Models: From Architecture to Optimization episode published?

This episode was published on April 26, 2026.

What is this episode about?

A deep dive into Chinchilla and compute-optimal training, explaining why many large models were undertrained and why tokens should scale with parameters.

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