the ROI of parameter-efficient fine-t ...
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1. The first obvious ROI dimension to consider is direct cost savings gained from training and computing. With PEFT, you only fine-tune 1-5% of the parameters in a model. Unlike full fine-tuning, where the entire model is trained.…
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