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Glossary: Transformers Basics

Compute-optimal

Training a model with the best balance of size and data for a fixed compute budget, about 20 tokens per parameter by Chinchilla's rule. Labs often train smaller models past this point because they are cheaper to serve.

Where the book teaches it

Related terms

ChinchillaScaling lawsFLOPs (floating-point operations)