```CODE: 
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Photoroom/prx-1024-t2i-beta", dtype=torch.bfloat16, device_map="cuda")

prompt = "A close-up portrait in a photography studio, multiple soft light sources creating gradients of shadow on her face, minimal background, cinematic 4 K realism, artistic focus on light and emotion rather than glamour."
image = pipe(prompt).images[0]
```

ERROR: 
Traceback (most recent call last):
  File "/tmp/Photoroom_prx-1024-t2i-beta_0lvexy0.py", line 27, in <module>
    pipe = DiffusionPipeline.from_pretrained("Photoroom/prx-1024-t2i-beta", dtype=torch.bfloat16, device_map="cuda")
  File "/tmp/.cache/uv/environments-v2/42b1c635ea4813b7/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File "/tmp/.cache/uv/environments-v2/42b1c635ea4813b7/lib/python3.13/site-packages/diffusers/pipelines/pipeline_utils.py", line 833, in from_pretrained
    cached_folder = cls.download(
        pretrained_model_name_or_path,
    ...<14 lines>...
        **kwargs,
    )
  File "/tmp/.cache/uv/environments-v2/42b1c635ea4813b7/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File "/tmp/.cache/uv/environments-v2/42b1c635ea4813b7/lib/python3.13/site-packages/diffusers/pipelines/pipeline_utils.py", line 1522, in download
    custom_components, folder_names = _get_custom_components_and_folders(
                                      ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^
        pretrained_model_name, config_dict, filenames, variant
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    )
    ^
  File "/tmp/.cache/uv/environments-v2/42b1c635ea4813b7/lib/python3.13/site-packages/diffusers/pipelines/pipeline_loading_utils.py", line 1051, in _get_custom_components_and_folders
    raise ValueError(
        f"{candidate_file} as defined in `model_index.json` does not exist in {pretrained_model_name} and is not a module in 'diffusers/pipelines'."
    )
ValueError: text_encoder/prx.py as defined in `model_index.json` does not exist in Photoroom/prx-1024-t2i-beta and is not a module in 'diffusers/pipelines'.