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ml-recall

#lora

11 questions from Fine-tuning & PEFT

Timed test

11 questions · 11 min · score and explanations at the end

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Question 1: Short answer

mediumAI-checkedFine-tuning & PEFT

LoRA with rank r=16r = 16 is applied to one 4096×40964096 \times 4096 projection matrix WW of a frozen model: the update is ΔW=BA\Delta W = BA with B∈R4096×16B \in \mathbb{R}^{4096 \times 16} and A∈R16×4096A \in \mathbb{R}^{16 \times 4096}. How many trainable parameters does this add for that matrix?

a whole number