Errors when Converting CivitAI model to diffusers

[ItCameFr0mMars]

model I am trying to convert: https://civitai.com/models/3950/art-and-eros-aeros-a-tribute-to-beauty

Error Message:

C:\Users\username\OneDrive\Desktop\stable_diffusions>python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path="./aEros.ckpt" --dump_path="./aErosDiff"
Traceback (most recent call last):
  File "C:\Users\username\OneDrive\Desktop\stable_diffusions\convert_original_stable_diffusion_to_diffusers.py", line 799, in <module>
    global_step = checkpoint["global_step"]
KeyError: 'global_step'

Any help would be appreciated.

[FiwesDev]

Try the updated script here: https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py

[ItCameFr0mMars]

@azuritecoin

C:\Users\username\Desktop\stable diff>.\virtualenv\Scripts\activate.bat

(virtualenv) C:\Users\username\Desktop\stable diff>python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path="./aeros.ckpt" --dump_path="./aeros"
Traceback (most recent call last):
  File "C:\Users\username\Desktop\stable diff\convert_original_stable_diffusion_to_diffusers.py", line 19, in <module>
    from diffusers.pipelines.stable_diffusion.convert_from_ckpt import load_pipeline_from_original_stable_diffusion_ckpt
ModuleNotFoundError: No module named 'diffusers.pipelines.stable_diffusion.convert_from_ckpt'

I still get that error

[azuritecoin]

You might need to update to the latest diffusers release. Run .\setup.bat -update afterwards don't forget to re-activate the virtual envrionment.

[ItCameFr0mMars]

@azuritecoin I still get that error after running the update

[azuritecoin]

The newest version of the convert script uses safetensors, which I'm not familiar with.

You will need to update to the dev branch of diffusers.

pip uninstall diffusers
pip install git+https://github.com/huggingface/diffusers.git

[Pbryanw]

Thanks, this worked for me when I was unable to convert the stable-diffusion-2-1 model (v2-1_768-ema-pruned.ckpt) using the convert from .ckpt to diffusers script. After updating to the dev branch of diffusers, I was able to proceed.

[ItCameFr0mMars]

@azuritecoin

(virtualenv) C:\Users\username\Desktop\stable diff>python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path="./aeros.ckpt" --dump_path="./aeros"
global_step key not found in model
Traceback (most recent call last):
  File "C:\Users\username\Desktop\stable diff\convert_original_stable_diffusion_to_diffusers.py", line 103, in <module>
    pipe = load_pipeline_from_original_stable_diffusion_ckpt(
  File "C:\Users\username\Desktop\stable diff\virtualenv\lib\site-packages\diffusers\pipelines\stable_diffusion\convert_from_ckpt.py", line 881, in load_pipeline_from_original_stable_diffusion_ckpt
    original_config = OmegaConf.load(original_config_file)
  File "C:\Users\username\Desktop\stable diff\virtualenv\lib\site-packages\omegaconf\omegaconf.py", line 189, in load
    with io.open(os.path.abspath(file_), "r", encoding="utf-8") as f:
FileNotFoundError: [Errno 2] No such file or directory: 'C:\\Users\\username\\AppData\\Local\\Temp\\tmp8ng68_sy\\inferenc.yaml'

I get this error now.

[ItCameFr0mMars]

I am also able to download the model (https://civitai.com/models/3950/art-and-eros-aeros-a-tribute-to-beauty) as a safetensor file. Can I convert that to a usable format for this program?

[azuritecoin]

try adding --original_config_file=v1-inference.yaml to the convert command

[ItCameFr0mMars]

@azuritecoin

(virtualenv) C:\Users\username\Desktop\stable diff>python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path="./aeros.ckpt" --dump_path="./aeros" --original_config_file=v1-inference.yaml
global_step key not found in model
Traceback (most recent call last):
  File "C:\Users\username\Desktop\stable diff\convert_original_stable_diffusion_to_diffusers.py", line 103, in <module>
    pipe = load_pipeline_from_original_stable_diffusion_ckpt(
  File "C:\Users\username\Desktop\stable diff\virtualenv\lib\site-packages\diffusers\pipelines\stable_diffusion\convert_from_ckpt.py", line 953, in load_pipeline_from_original_stable_diffusion_ckpt
    converted_vae_checkpoint = convert_ldm_vae_checkpoint(checkpoint, vae_config)
  File "C:\Users\username\Desktop\stable diff\virtualenv\lib\site-packages\diffusers\pipelines\stable_diffusion\convert_from_ckpt.py", line 485, in convert_ldm_vae_checkpoint
    new_checkpoint["encoder.conv_in.weight"] = vae_state_dict["encoder.conv_in.weight"]
KeyError: 'encoder.conv_in.weight'

New error.

[azuritecoin]

*silently screaming*

[ItCameFr0mMars]

Sorry, I dunno what is happening either

[ItCameFr0mMars]

if anyone else wants to try to convert the model -> https://civitai.com/models/3950/art-and-eros-aeros-a-tribute-to-beauty

[azuritecoin]

Can you make a comment in this thread: #82

I would like to list the models that fail conversion in one place

[ItCameFr0mMars]

yea sure