Well, this is highly opinion-based, but I would rather have only desktop design for administrative side for any website.
- For administrative side, there are a lot of input and usually it looks very messy to fit in mobile design.
- Time spent on mobile design should be better spend on improving other feature of administrative side.
- Most smartphone nowadays can render complex HTML as desktop computer. So having desktop only design does not mean mobile device cannot properly view the admin side.