Running out of space on colab

[architlatkar27]

I was following the steps for executing this project on colab pro.
However, the preprocessing and training scripts completely exhausted all the disk space and memory available and eventually crashed the runtime.
PS: i am looking to finetune the model further using the model in the demo notebook so any suggestions on how to go about it would be very helpful.