huggingface / huggingface/diffusers
Another comfy-ui compatible FLUX1.dev LoRA fails to load
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- Python
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Description
### Describe the bug
https://civitai.com/models/631986/xlabs-flux-realism-lora
This LoRA fails to load. Specifically, I get a `ValueError: Incompatible keys detected`.
### Reproduction
```py
import torch
from diffusers import FluxPipeline
pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
pipe.load_lora_weights('/data/models/flux_realism_lora.safetensors', adapter_name="wow_details")
prompt = "a tiny astronaut hatching from an egg on the moon"
out = pipe(
prompt=prompt,
guidance_scale=3.5,
height=1024,
width=1024,
num_inference_steps=25,
).images[0]
out.save("image.png")
```
### Logs
```shell
ValueError: Incompatible keys detected
```
### System Info
Latest commit on main
### Who can help?
@sayakpaul
Contributor guide
Assessment
This issue has not been assessed yet.