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Related Questions
- What are the key differences between linear, cosine, and polynomial learning rate schedules in transformer-based LLMs?
- How does a warm-up phase in a learning rate schedule impact the model's ability to learn from smaller datasets?
- What are the trade-offs between using a fixed learning rate schedule versus an adaptive learning rate schedule in transformer-based LLMs?
- Can you explain how a learning rate schedule affects the model's ability to handle task-agnostic and task-specific knowledge?
- How does the choice of learning rate schedule impact the model's ability to learn from few-shot tasks?
- What are the implications of using a learning rate schedule with a high initial learning rate on the model's generalizability?
- Can you discuss the relationship between the learning rate schedule and the model's ability to generalize across domain adaptation tasks?
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