How to fit an exported learner in different session

The platform I’m using to train the models time out before finishing. Is there any way I can download the learner state and fit it again in a different session?

I’m using kaggle kernels. does not give a .pth file in the output.
load_learner on an exported .pkl file does not allow me to fit any more.

Is there any workaround for this?

Update : you can get an output .pth file with ('/absolute/path/to/stage')
This absolute path needs to be ‘/kaggle/working’ fir kaggle kernels.