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Related Questions
- What are the different types of learning rate schedulers that can be used to adapt the learning rate of a pre-trained language model during training?
- How do learning rate schedulers affect the convergence of a pre-trained language model during training?
- Can you provide an example of how to implement a learning rate scheduler in a PyTorch or TensorFlow model?
- What are the benefits of using a learning rate scheduler compared to a fixed learning rate?
- How can I tune the hyperparameters of a learning rate scheduler to optimize the performance of my pre-trained language model?
- Are there any common pitfalls to avoid when using learning rate schedulers in pre-trained language models?
- Can learning rate schedulers be used in conjunction with other optimization techniques, such as gradient clipping or momentum?
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