Tag: scaling laws

How Training Duration and Token Counts Affect LLM Generalization

Training duration and token counts don't guarantee better LLM generalization. What matters is how sequence lengths are structured during training. Learn why variable-length training beats raw scale and how to avoid common pitfalls.