This is a bad association even for people that recognize it. Presumably there were good years but most will probably remember the ugly endgame with awkward UX and weird ads masquerading as fake download links.
I also don't remember anyone ever calling it a "software forge".
The thing about enshittification is, first you need to eyeballs and brand, before you can sully it. Sourceforge was great for a while.