 this issue if you’re interested in learning more about the motivation and design behind this integration. The ~peft.LoraModel.add_weighted_adapter method provides access to more efficient merging method such as TIES and DARE. To use these merging methods, make sure you have the latest stable version of Diffusers and PEFT installed.   Copied pip install -U diffusers peft There are three steps to merge LoRAs with the ~peft.LoraModel.add_weighted