diffusers=0.3.0 no longer loads models correctly about diffusers-interpret HOT 2 OPEN

Hi @zakrzewki! Thanks for reaching out.
The problem is in diffusers as you stated, not in diffusers-interpret. diffusers==0.3.0 no longer loads models correctly from HuggingFace Hub.
I took a look and it would take a lot of effort to change this package to now work with a new version of diffusers. I'm can do it, but after some months HuggingFace will change diffusers again, and it will no longer be compatible.
The only real scalable solution is to have them slightly change the package as I mentioned here, and then do the according changes in this package.

from diffusers-interpret.

If you just want a quick and dirty solution, you cane edit /usr/local/lib/python3.10/dist-packages/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py:

• remove line 6 that imports preprocess_mask
• create the preprocess_mask in that file:

def preprocess_mask(mask):
    mask = mask.convert("L")
    w, h = mask.size
    w, h = map(lambda x: x - x % 32, (w, h))  # resize to integer multiple of 32
    mask = mask.resize((w // 8, h // 8), resample=PIL.Image.NEAREST)
    mask = np.array(mask).astype(np.float32) / 255.0
    mask = np.tile(mask, (4, 1, 1))
    mask = mask[None].transpose(0, 1, 2, 3)  # what does this step do?
    mask = 1 - mask  # repaint white, keep black
    mask = torch.from_numpy(mask)
    return mask

I don't guarantee that StableDiffusionPipelineExplainer will work 100% though, because the API versions no longer match.

from diffusers-interpret.