I solved the issue. The URL provided to the .modelfile should be a directory. However, this cannot be auto detected. When you append components to create url, you need to call this explicitly:
folderURL.appendingPathComponent("Models/", isDirectory: true)
Topic:
Graphics & Games
SubTopic:
RealityKit
Tags: