I had the same problem but I have used the following tutorial and everything worked smoothly:
https://caffeinedev.medium.com/how-to-install-tensorflow-on-m1-mac-8e9b91d93706
P.S.: I have nothing to do with the tutorial, I have just used it...
mcnarik
Users receive reputation points by contributing quality content to the forums.
Posts include post and replies published on the forums.
Post authors can mark replies as Accepted to indicate successful solutions.
Apple Developer Forums admins can mark replies as Apple Recommended to indicate an approved solution