How do I switch to private mode

See the guide in About private browsing in Firefox for iOS

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If you mean private browsing in Firefox on iPhone, tap the tabs button and then select Private. You can open a new private tab from there and browse without saving your normal browsing history. It’s pretty simple once you know where the option is.