The dark mode has recently been released for Beta version. However, it hasn't been rolled out officially on Google Play Store. Yet, you can get WhatsApp dark mode on your Android Phone. All you need is to follow the steps given here: https://www.reviewtechauto.com/technology/how-to-enable-dark-mode-in-whatsapp-for-android/
Hope this will solve your query.