Alternatives with better GPU than Google Colab Pro
Here are a few options:

Commercial cloud provider: AWS is the go-to cloud provider for virtually any need, they have options for everything. Check out their options for Deep Learning.
You could also buy your own hardware
Finally from a data science perspective there is also the option of modifying the parameters of the model and/or data so that the training fits with the hardware limitations.