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Topics/Fine-Tuning/Learning Rate

Learning Rate

Subtopic7 questions

Questions tagged with Learning Rate — part of Fine-Tuning.

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Why do large runs ramp learning rate before entering cosine decay?
Multiple ChoiceEasy
What is the most likely cause when training loss drops for 1k steps, plateaus for 2k, then drops again at step 3k?
Multiple ChoiceMedium
Which hyperparameter is most likely when loss spikes the moment warmup ends?
Short AnswerMedium
Match training regime to sensible peak LR range
Match PairsHard
What are typical peak LRs for full FT, LoRA, and DPO?
Fill in BlankMedium
Why does B want a higher learning rate than A in LoRA+?
Multiple ChoiceHard
Which of these reduce catastrophic forgetting?
Multi-selectMedium

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