Compute-optimal training
Choosing the model size and the amount of training data that give the lowest loss for a fixed training budget. Chinchilla found that both should grow at about the same rate.
Introduced by
Chinchilla, 2022
Used by
- LLaMA, 2023
- DeepSeek LLM, 2024