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Topics/Fine-Tuning/Gradient Checkpointing

Gradient Checkpointing

Subtopic4 questions

Questions tagged with Gradient Checkpointing — part of Fine-Tuning.

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LoRA freezes the base weights: does that mean activation checkpointing on the base is unnecessary?
Multiple ChoiceMedium
Adam stores two fp32 buffers per trainable parameter: what does that imply for LoRA vs full FT on a 7B?
Short AnswerMedium
Gradient checkpointing, what does it trade, and roughly by how much?
FlashcardEasy
Explain bf16's advantage over fp16 and what gradient checkpointing trades
Short AnswerMedium

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