```CODE: 
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Disty0/Z-Image-Turbo-SDNQ-uint4-svd-r32", dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]
```

ERROR: 
Traceback (most recent call last):
  File "/tmp/Disty0_Z-Image-Turbo-SDNQ-uint4-svd-r32_0PkX5Ls.py", line 27, in <module>
    pipe = DiffusionPipeline.from_pretrained("Disty0/Z-Image-Turbo-SDNQ-uint4-svd-r32", dtype=torch.bfloat16, device_map="cuda")
  File "/tmp/.cache/uv/environments-v2/5cbe656da13b000a/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File "/tmp/.cache/uv/environments-v2/5cbe656da13b000a/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-v2/5cbe656da13b000a/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File "/tmp/.cache/uv/environments-v2/5cbe656da13b000a/lib/python3.13/site-packages/diffusers/pipelines/pipeline_utils.py", line 1548, in download
    pipeline_class = _get_pipeline_class(
        cls,
    ...<7 lines>...
        revision=custom_revision,
    )
  File "/tmp/.cache/uv/environments-v2/5cbe656da13b000a/lib/python3.13/site-packages/diffusers/pipelines/pipeline_loading_utils.py", line 491, in _get_pipeline_class
    pipeline_cls = getattr(diffusers_module, class_name)
  File "/tmp/.cache/uv/environments-v2/5cbe656da13b000a/lib/python3.13/site-packages/diffusers/utils/import_utils.py", line 946, in __getattr__
    raise AttributeError(f"module {self.__name__} has no attribute {name}")
AttributeError: module diffusers has no attribute ZImagePipeline. Did you mean: 'QwenImagePipeline'?