Llm, Artificial Intelligence, Machine Learning, AI, Fine Tuning.
prevents overwriting general knowledge in the pre-trained model. Strategies Only update adapter layers injected into base model Fine-tune top layers while freezing lower layers Identify key parameters with proxy tasks before tuning Benefits Retains broad capabilities of general foundation model