Generating Fine-Tuning Samples for Machine Translation

A team is beginning a project to fine-tune a language model for a new task: translating technical manuals from English to Japanese. They have already acquired a large collection of parallel English and Japanese technical documents. Which of the following actions should the team prioritize as their immediate first step to ensure the model learns the task effectively?

When preparing a dataset for a machine translation fine-tuning task, the most effective initial action is to gather a large volume of source and target text pairs before considering how the task will be presented to the model.

You are tasked with creating a fine-tuning dataset for a language model to perform English-to-Spanish translation. Arrange the following actions into the correct chronological order.

Examples of Prompt Templates for English-to-Chinese Translation