as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
what features should be taken care of while training a language model?
user
when training a language model, some important features to take into consideration include the quality of training data, model architecture, the size and type of dataset, the model's hyperparameters, the type of language task, vocabulary size and complexity, and the optimizers used for training. additionally, ensuring models are consistently evaluated on held-out data can provide useful insights into the model's performance.
assistant