To achieve optimal efficacy from major language models, a multifaceted approach is crucial. This involves meticulous dataset selection and preparation, functionally tailoring the model to the specific task, and employing robust benchmarking metrics. Furthermore, methods such as regularization can mitigate overfitting and enhance the model's abilit