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Which techniques should be implemented to protect privacy when fine-tuning a model on data containing sensitive personal information, such as patient records?
①Optimization methods that incorporate differential privacy (e.g., DP-SGD)
②Parameter efficiency only via LoRA
③Make it rule-based using pattern matching.
④Split the data using clustering.
⑤Only calibrate the model outputs.