Just realize the StableDiffusionLDM3DPipeline is still not using the new callback API
https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py
Is anyone interested in refactoring it? you can use this PR as a reference
#5812