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ml-recall

#ratio

1 question from Fine-tuning & PEFT

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Question 1: Short answer

mediumAI-checkedFine-tuning & PEFT

A decoder-only model has 6.7 billion parameters in total, 32 layers and dmodel=4096d_{model} = 4096. You apply LoRA with rank r=16r = 16 to all four attention projections Wq,Wk,Wv,WoW_q, W_k, W_v, W_o (each 4096×40964096 \times 4096) in every layer. What percentage of the model's parameter count is trainable?

a percentage with 2 decimals, without the % sign