I reached out to the service team but seems that this will not be supported.
We will not be releasing newer versions of the ASDK for Azure Stack Hub.From: ASDK Release Notes - Azure Stack Development Kit (ASDK) | Microsoft Learn
Important
Starting with Azure Stack Hub 2311, we are not releasing new ASDK versions. This decision is due to modifications to internal services that would lead to substantial complexity for the ASDK. The currently released ASDK version remains suitable for operational, testing, or training purposes, including for the Azure Stack Hub Foundation Core scripts used for Azure-Stack-Hub-Foundation-Core.