You can transfer this parameters file to other machines. This is useful if you are working in a restricted computing environment that prevents downloads from the Internet but allows file transfers. You can transfer the model parameters file to .cache/torch/checkpoints/ on the remote machine, and everything should work seamlessly assuming you are using the same version of PyTorch on the remote machine.