How do you manage a long chat?

Hi. I enjoy having slow cooking romance roleplays, but reaching the 128k tokens, the models take very long time to respond, and they get a little bit dumber. I know people summarize their chats, but i don't know how to do it, and what to do after summarizing either. Any tips?