Selfhosted
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Not much at all.
For a basic instance running <1k registered users, it seems the lemmy.ml instance survived a while with a quad core and some middling ram on a VPS. Really, connection bandwidth and/or CPU is not the bottleneck with Lemmy since most heavy image/video content continues to be linked externally, it's the database management to keep all comments and posts sorted correctly that takes resources. So you need storage IO and memory more than anything.
Sure if you want to grow as large as lemmy.ml you will probably be needing a "dedicated server" with high expenses. However, I'd bet any old generic office PC, or even a Pi, can run most small instances easily if you have access to a 2-gig symmetrical connection.