| ```CODE: | |
| import torch | |
| from diffusers import DiffusionPipeline | |
| from diffusers.utils import load_image | |
| # switch to "mps" for apple devices | |
| pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-9B,black-forest-labs/FLUX.2-klein-4B,black-forest-labs/FLUX.2-klein-base-4B,black-forest-labs/FLUX.2-klein-base-9B,black-forest-labs/FLUX.2-klein-9b-fp8,black-forest-labs/FLUX.2-klein-4b-fp8,Qwen/Qwen-Image-Edit-2511", dtype=torch.bfloat16, device_map="cuda") | |
| pipe.load_lora_weights("Alissonerdx/BFS-Best-Face-Swap") | |
| prompt = "Turn this cat into a dog" | |
| input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") | |
| image = pipe(image=input_image, prompt=prompt).images[0] | |
| ``` | |
| ERROR: | |
| Traceback (most recent call last): | |
| File "/tmp/Alissonerdx_BFS-Best-Face-Swap_0LUp0fO.py", line 28, in <module> | |
| pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-9B,black-forest-labs/FLUX.2-klein-4B,black-forest-labs/FLUX.2-klein-base-4B,black-forest-labs/FLUX.2-klein-base-9B,black-forest-labs/FLUX.2-klein-9b-fp8,black-forest-labs/FLUX.2-klein-4b-fp8,Qwen/Qwen-Image-Edit-2511", dtype=torch.bfloat16, device_map="cuda") | |
| File "/tmp/.cache/uv/environments-v2/04a66d23059ab39c/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 89, in _inner_fn | |
| return fn(*args, **kwargs) | |
| File "/tmp/.cache/uv/environments-v2/04a66d23059ab39c/lib/python3.13/site-packages/diffusers/pipelines/pipeline_utils.py", line 825, in from_pretrained | |
| raise ValueError( | |
| ...<2 lines>... | |
| ) | |
| ValueError: The provided pretrained_model_name_or_path "black-forest-labs/FLUX.2-klein-9B,black-forest-labs/FLUX.2-klein-4B,black-forest-labs/FLUX.2-klein-base-4B,black-forest-labs/FLUX.2-klein-base-9B,black-forest-labs/FLUX.2-klein-9b-fp8,black-forest-labs/FLUX.2-klein-4b-fp8,Qwen/Qwen-Image-Edit-2511" is neither a valid local path nor a valid repo id. Please check the parameter. | |