Thx!
I was aware of that notebook but could only see the comment about the Colab TPU not having enough memory to fine-tune the 11B model but I thought that there must be some RAM advice on how much you need to run at least the 3B model.
Actually just asked for more vCPU on GCP and got the 3B model running with 32 vCPU if anyone is interested.