[FEATURE]: Support for train with diffusers

[CrazyBoyM]

Describe the feature

Is it possible to provide a version for training dreambooth and textual inversion with ColossalAI, and make a PR to diffusers.

such as: https://github.com/huggingface/diffusers/tree/main/examples/dreambooth https://github.com/huggingface/diffusers/tree/main/examples/textual_inversion

as there are many many people using the two script to finetune Stable diffusion.

[binmakeswell]

Hi @CrazyBoyM Thank you for your feedback.
It’s pretty awesome. We will check it and consider providing it.

[Fazziekey]

we are Cooperation with huggingface, we will support huggingface diffuser an soon as we can