Coming across the _pickle.It can be annoying to encounter UnpicklingError when loading a PyTorch checkpoint, particularly after months of training. file corruption, version discrepancies, or incorrectly saved state_dict are the most common causes of this problem. Understanding these causes and implementing fixes ensures smooth model recovery and reduces downtime.