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Related Questions
- How does pre-training a large language model on a general corpus affect its ability to perform well on specific tasks?
- What are the key differences between pre-training and fine-tuning a large language model, and how do they impact performance?
- Can you explain the concept of 'transfer learning' in the context of large language models, and how it relates to pre-training and fine-tuning?
- How does the choice of pre-training and fine-tuning objectives affect the performance of a large language model on complex tasks?
- What are some common challenges or limitations associated with pre-training and fine-tuning large language models, and how can they be addressed?
- Can you discuss the role of hyperparameter tuning in the pre-training and fine-tuning process, and how it impacts model performance?
- How do the results of pre-training and fine-tuning a large language model on a specific task compare to training the model from scratch on that task?
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