LoRA support

[alex-aparin]

Is there any way to use LoRA models with the library? Should be they converted like main models?

[axodox]

This guide from Microsoft suggests that it could work, but I did not try it: https://github.com/microsoft/Olive/tree/main/examples/directml/stable_diffusion

[alex-aparin]

Thank you. This experiment will be my next step.

[arturodrt]

Hello Alex, did it work? I would be also interested in using LoRA models

[axodox]

As far as I know there is a limitation that ONNX converted LORA-s weights would be "burned into" the original model, as such it would consume a lot of HDD space to use them. However I have heard that the ONNX converter will eventually provide features which make loading safetensors directly feasible.

[alex-aparin]

@Artuurodrt Hello. I am sorry for late response. Unfortunately I stopped my research. Still have no idea whether it's possible or not.