Angular acceleration depends on the torque, and the torque depends on the angle between F and r. Therefore angular acceleration depends on the angle between F and r. The moment you release the block, F is perpendicular to r. However as the block falls the angle between F and r becomes more obtuse, making the torque smaller and the angular acceleration smaller.