A free-falling object accelerates primarily due to gravity.
While inertia is a property that describes an object's resistance to change in its state of motion, it does not directly cause acceleration in the context of free fall.
Initial speed and initial direction describe the state of the object at the moment it begins to fall but do not cause the acceleration itself.
Therefore, the correct and most relevant response to the cause of acceleration for a free-falling object is gravity.