You are tasked with adapting a language model, which was initially trained to identify the sentiment of customer reviews, for a new purpose: classifying news articles into categories like 'Sports', 'Technology', and 'Politics'. Arrange the following steps in the correct chronological order to successfully adapt the model for this new classification task.
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Ch.1 Pre-training - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Comprehension in Revised Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A research team has a language model that was pre-trained on a large dataset of movie reviews to classify them as having 'positive' or 'negative' sentiment. They now want to use this model for a new project: classifying short medical summaries into one of three categories: 'Cardiology', 'Neurology', or 'Oncology'. Which of the following describes the most effective procedure for adapting the pre-trained model to this new task?
Troubleshooting a Model Adaptation Process
You are tasked with adapting a language model, which was initially trained to identify the sentiment of customer reviews, for a new purpose: classifying news articles into categories like 'Sports', 'Technology', and 'Politics'. Arrange the following steps in the correct chronological order to successfully adapt the model for this new classification task.