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Related Questions
- What is the primary advantage of multi-task learning over single-task learning in the context of LLMs?
- How does multi-task learning help LLMs to generalize better to unseen data?
- Can you provide an example of a multi-task learning setup where an LLM is trained on multiple tasks simultaneously, such as language translation and text summarization?
- What role does task-relatedness play in determining the effectiveness of multi-task learning for LLMs?
- How does multi-task learning enable LLMs to adapt to new tasks or domains without requiring extensive retraining?
- Can you explain the concept of 'transfer learning' in the context of multi-task learning and its benefits for LLMs?
- What are some common challenges associated with implementing multi-task learning for LLMs, and how can they be addressed?
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