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A machine learning engineer is preparing a dataset to train a language model to summarize articles. Below is a single, complete data point from this dataset, formatted as a continuous block of text. Based on the typical structure for such training data, which option correctly identifies the two primary components of this sample?
Data Sample:
System: You are a helpful assistant that summarizes texts.
Instruction: Summarize the following article.
Article: [A long article about the discovery of a new planet...]
Summary: Scientists have discovered a new exoplanet, named Kepler-186f, which orbits within the habitable zone of its star, suggesting the potential for liquid water.
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Ch.4 Alignment - Foundations of Large Language Models
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
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Components of the Input in an Instruction Fine-Tuning Sample
A machine learning engineer is preparing a dataset to train a language model to summarize articles. Below is a single, complete data point from this dataset, formatted as a continuous block of text. Based on the typical structure for such training data, which option correctly identifies the two primary components of this sample?
Data Sample:
System: You are a helpful assistant that summarizes texts.
Instruction: Summarize the following article.
Article: [A long article about the discovery of a new planet...]
Summary: Scientists have discovered a new exoplanet, named Kepler-186f, which orbits within the habitable zone of its star, suggesting the potential for liquid water.
A developer is creating a single data sample to fine-tune a chatbot. Arrange the following components into the correct sequence to form a complete and valid training example.
Constructing a Fine-Tuning Sample
Examples of Instruction Fine-Tuning Samples