Llm, Transformers, Fine Tuning, Gpu, Scaling Law.
of the most common units. More details about FLOPs in Appendix 1. Fig1: LLM model improves (i.e. test loss decreases) as model size, dataset size and the amount of compute are scaled in tandem. Various experiments have been conducted to study the scaling laws of language models, involving different