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in LLMs (c.f., SpQR, SqueezeLLM). Stack More Layers Differently: High-Rank Training Through Low-Rank Updates Why only use LoRA for finetuning? Why not use it during pretraining too? Well…one reason is that you’re throwing away of lot of model capacity if you do it naively, since you’d guarantee