Llm, Transformers, Fine Tuning, Gpu, Scaling Law.
performance level. Additionally, the risk of overfitting is closely linked to the ratio of the model’s size to the dataset’s size, where it is suggested to have D ≥ 5 x 10³ N^(0.74) to avoid model overfitting (see equation 4.4 from OpenAI’s paper). Training curves tend to follow predictable