Example of a Generated Fine-Tuning Sample for Machine Translation

Example of a Structured Fine-Tuning Sample for Machine Translation

A developer is preparing data to train a language model for a French-to-Spanish translation task. They are using the following prompt template and text pair:

Template: Translate the following text from French to Spanish.\n\nFrench: {text}\n\nSpanish: {translation}

Text Pair:

• Source Text (French): "Bonjour, comment ça va ?"
• Target Text (Spanish): "Hola, ¿cómo estás?"

Analyze the options below and select the one that represents a correctly generated fine-tuning sample based on the provided components.

You are preparing a dataset to fine-tune a language model for a machine translation task. Arrange the following actions in the correct chronological order to generate a single, complete fine-tuning sample.

Troubleshooting a Machine Translation Fine-Tuning Sample

Example of a Concatenated $(\mathbf{x}, \mathbf{y})$ Sample for Machine Translation Fine-Tuning