Need help to reverse switch state

Hi, I bought my zigbee light switch in 2 batches. Strangely the latest batch came with the state reverse.

As there is a LED indicator on the switch so by default in my case it should be off when the LED is on, this works for me。 However, the 2nd batch came with the LED off when the state is off.

So I am asking the guru here how do I reverse this state so that when the state is off then the LED is on?

By the way, I am using z2m to configure the devices in my HA.

This is the link to my smart switch.

Thanks everyone and have a great day.

Couldn’t that be a case for a template switch: