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When is the optimal time to fine-tune a foundation model with clinical data to improve its clinical applicability?
①Model initialization phase before data collection
②The stage of performing domain-specific fine-tuning after pretraining is completed.
③The stage of tuning after deploying the model to production.
④The fine-tuning stage during pre-training in which the learning rate is set to zero.
⑤Phase conducted only after the evaluation test.