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Related Questions
- What are the key differences between the learning rate scheduling methods of warmup and linear decay?
- How does the concept of learning rate annealing impact the convergence of large language models?
- What role does the batch size play in determining the optimal learning rate for large language models?
- Can you explain the concept of cyclical learning rates and its applications in large language model training?
- How does the choice of learning rate affect the model's ability to escape local minima?
- What are the trade-offs between using a large learning rate and risking divergence versus using a small learning rate and risking slow convergence?
- Can you describe the process of using grid search or random search to find the optimal learning rate for a large language model?
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