**Is your feature request related to a problem? Please describe.*"
Yes, there is no effective way to load lora weights with SD3

A clear and concise description of what the problem is. Ex. I'm always frustrated when [...].
I can't get LoRa weights to load despite the fact there is a thorough and easy way to train them

Describe the solution you'd like.
the function load_lora_weights() should be added to pipeline_stable_diffusion_3_img2img.py

Describe alternatives you've considered.
A clear and concise description of any alternative solutions or features you've considered.
Any sort of work around using another form of loader or model merging etc.

Additional context.
Add any other context or screenshots about the feature request here.
https://huggingface.co/Mujeeb603/SD3-medium-Geometry-Diagrams-Lora-1