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Related Questions
- What is the role of fine-tuning in adapting pre-trained models to new tasks?
- How do you determine the optimal number of layers to freeze when adapting a pre-trained model?
- Can you explain the concept of feature learning and its relation to adapting pre-trained models?
- What is the difference between adapter-based and weight-tied adaptation methods?
- How can you use transfer learning to adapt a pre-trained model to a new task with limited labeled data?
- What are some common techniques used to adapt pre-trained models to multi-task learning?
- Can you discuss the trade-offs between adaptation methods such as feature extraction, feature learning, and fine-tuning?
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