You. don't. need. a. dumb. phone. to fix your social media addiction
Basically every modern smartphone has features that allow you to restrict your usage of distracting apps/websites. You can recreate a minimalistic dumb phone on your smartphone using free & open source software or your operating system's built-in tools/features. There are a few good videos about this: