Constructing a Fine-Tuning Sample for Translation
You are preparing a dataset to fine-tune a language model for translating from Spanish to Japanese. You have the following components:
- Instruction:
Translate the following text from Spanish to Japanese. - Source Text:
¿Cuál es tu nombre? - Target Translation:
お名前は何ですか？
Based on the standard concatenated (x, y) format for a training sample, write out the exact content for the input x and the output y.
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
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Application in Bloom's Taxonomy
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A developer is preparing a dataset to fine-tune a language model for translating French legal text to English. The task instruction is 'Translate the following legal text from French to English.' and a specific French sentence to be translated is 'Le défendeur a plaidé non coupable.'. The correct English translation is 'The defendant pleaded not guilty.'. Which of the following options correctly formats this single data sample as a concatenated input (
x) and output (y) pair for training?Error Analysis in Fine-Tuning Data Preparation
Constructing a Fine-Tuning Sample for Translation