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Call fit() with your training and validation datasets, the number of epochs,
and your callbacks to fine-tune the model:

model.fit(
     tf_train_dataset,
     validation_data=tf_eval_dataset,
     callbacks=callbacks,
     epochs=num_epochs,
 )

Congratulations!