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Related Questions
- What are the common learning rate schedules used in fine-tuning large language models?
- How does the learning rate schedule affect the model's ability to adapt to new tasks?
- Can you explain the difference between a linear and exponential learning rate schedule in the context of fine-tuning?
- What are some strategies for selecting an optimal learning rate schedule for a specific fine-tuning task?
- How does the choice of learning rate schedule impact the model's ability to capture task-specific features?
- Can you discuss the trade-offs between convergence speed and stability when choosing a learning rate schedule for fine-tuning?
- What are some common pitfalls to avoid when selecting a learning rate schedule for fine-tuning a large language model?
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