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Instruction-Tuning - What is the main advantage of instruction fine-tuning?


The benefits of fine-tuning instruction are many. It makes it easier for pre-trained models to apply what they've learned to new tasks, which improves their accuracy in distribution (ID). In applications like breast cancer detection utilizing MRI scans, where labeled data is sparse, instruction fine-tuning proved to be extremely effective.