Why do ipywidgets fail to render in Brave?
If Brave browser causes ipywidget or Jupyter widget renderer errors, Brave Shields are usually blocking JavaScript CDNs such as unpkg or jsdelivr that Jupyter needs for interactive widgets. Disable Brave Shields for the instance UI domain, or allow the required scripts/CDNs, then reload Jupyter.
Why can I not deploy?
The selected machine may already be rented, your template may require a newer GPU architecture, or your credit balance may not cover one hour of committed usage.
How do I create a team account?
Open Dashboard → Create team, review the confirmation, and create the team. After conversion, the Team page lets you invite registered users and manage member limits.
Who pays for team member usage?
Team member GPU usage is charged to the team owner's prepaid balance. Owners should set member monthly spend limits and instance limits before inviting collaborators who need bounded access.
Why does my personal balance show NT$0 when I am in a team?
Personal credit and team billing are separate. Team deployments use the owner's team wallet, so a member can deploy with NT$0 personal credit when the team wallet has enough balance and the member limits allow it.
Can I assign scoped team roles?
Not yet. GPUtw currently supports owner and member team roles. Owners can still control each member with spend limits, instance limits, and deployment pause settings.
What happens if I delete a team?
The owner account returns to a personal account and members are removed from the team. Existing users and GPU resources are not deleted, so review active instances before deleting the team.
Can API keys access admin pages?
No. API keys are user-level automation credentials. Admin routes require a browser/JWT session with an admin role.
Which port mode should I use?
Use private for personal notebooks and dashboards, unlisted plus password when sharing a link with a collaborator, and public only for services that are intentionally open or already have their own authentication.
Can raw TCP/UDP endpoints be password protected by GPUtw?
No. Raw TCP/UDP endpoints are L4 pass-through endpoints. Use application-level authentication, firewall logic inside your service, or HTTP unlisted mode when you need GPUtw's password gate.