Marigold Update: v1-1 models, Intrinsic Image Decomposition pipeline, documentation

[toshas]

Model/Pipeline/Scheduler description

This ticket tracks updates and refactoring of the Marigold pipelines to support the new v1-1 models, enabling fast inference (1-4 steps) with DDIM. It also introduces the Intrinsic Image Decomposition (IID) pipeline, along with its tests and documentation.

Open source status

• The model implementation is available.
• The model weights are available (Only relevant if addition is not a scheduler).

Provide useful links for the implementation

PR: #10884

Previous Marigold ticket: #7522
Previous Marigold PR: #7847