The DSA was founded by Marxists and has always been socialist. If you show up at a meeting and say 'I don't think we need to overthrow capitalism' you will be laughed out of the room. I've seen it happen.
The libertarian wing of the DSA doesn't caucus within DSA because they got completely shut down in either the 2017 or 2019 confrenece. Everyone else actually learned something from the failures of Occupy.
What goes forthe Social Democrat wing of DSA is the faction most connected to Labor unions in the DSA, namely Bread and Roses. The rest are either Trotskyite or ML. There are plenty of anarchists still but they don't bother with any national caucus. Besides, its not like anarchists aren't also reading from spooky "authoritarians" like Lenin and Mao. If you want to overthrow capitalism you should read up on the people who've actually done it.