TypeError: 'GridSearchCV' object is not callable - how do I use a pickle of an SVM (Scikit-learn)?
Most sklearn model instances are fitted using the fit method.
Same goes here - https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html.

Change the last line to model.fit(cv.transform(X)) and it should work.