To make small adjustments to something in order to achieve the best or a desired performance. The engineer had to finetune the engine to improve its efficiency.
To improve or perfect by making minor changes or additions. The musician spent hours finetuning the composition before the concert.
To adapt a pre-trained machine learning model by continuing its training on a specific dataset. The data scientist finetuned the model on regional data to improve its accuracy.