You probably can try it on your M1 Mac with minimum ram, although I have not tried it myself. For TensorFlow on M1 Mac, I have written this: https://medium.com/towards-data-science/installing-tensorflow-and-jupyter-notebook-on-apple-silicon-macs-d30b14c74a08. Hope you find it useful!