code: def ldm_inpainting(pretrained: bool = True) -> TLoadZoo:
      return ldm_vq(
          pretrained=pretrained,
          latent_in_channels=7,
          download_name="ldm_inpainting",
          model_config=dict(
              ema_decay=None,
              start_channels=256,
              num_heads=8,
              num_head_channels=None,
              resample_with_resblock=True,
              condition_type=CONCAT_TYPE,
              first_stage_config=dict(
                  pretrained=False,
                  model_config=dict(
                      attention_type="none",
                  ),
              ),
          ),
      )
  
imports: from typing import Any
  from typing import Union
  from cftool.types import tensor_dict_type
  from ...schema import DLConfig
  from ...zoo.core import DLZoo
  from ...zoo.core import TPipeline
  from ...models.cv.diffusion.utils import CONCAT_TYPE
label_desc: Use image node_id 15 for calling a global function with example usage: ldm_inpainting(pretrained) and returns: ldm_vq