Yes, non-compliance with GST invoice bill requirements can lead to penalties. Failure to issue a GST invoice bill or issuing an incorrect invoice can result in penalties levied by the tax authorities. It is essential to adhere to the invoicing rules and maintain accurate records to avoid any penalties or legal implications.