Just get rid of all .cuda() calls and run the script. This prevents moving the model or tensors onto a GPU.
Often there are optional arguments for the main script where you can specify using a GPU or not.
EDIT: This code 66 uses an argument for GPU usage. (Haven’t tried it myself)