nodes/Scorpinaus-ComfyUI-DiffusersLoader
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Improved on model detection to include extra_model_paths.yaml

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Scorpinaus
2024-08-26 21:43:54 +08:00
parent 1a3da3a1a2
commit f9d8bb9592
6 changed files with 95 additions and 84 deletions
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combined_diffusers_loader.py
+7 -5
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@@ -9,8 +9,7 @@ import os
class CombinedDiffusersLoader:
@classmethod
def INPUT_TYPES(cls):
base_path = DiffusersUtils.get_base_path()
model_directories = DiffusersUtils.get_model_directories(base_path)
model_directories = DiffusersUtils.get_model_directories()
return {
"required": {
"sub_directory": (model_directories,),
@@ -28,12 +27,15 @@ class CombinedDiffusersLoader:
@classmethod
def load_models(cls, sub_directory, clip_type="stable_diffusion", transformer_parts="all", vae_type="default", weight_dtype="default"):
base_path = DiffusersUtils.get_base_path()
sub_dir_path = os.path.join(base_path, sub_directory)
base_paths = DiffusersUtils.get_base_path()
sub_dir_path = next((os.path.join(base_path, sub_directory) for base_path in base_paths if os.path.exists(os.path.join(base_path, sub_directory))), None)
if sub_dir_path is None:
raise ValueError(f"Subdirectory '{sub_directory}' not found in any of the diffusers paths.")
model_type = DiffusersLoaderBase.detect_model_type(sub_dir_path)
print(f"Detected model type: {model_type}")
unet_model = DiffusersUNETLoader.load_model(sub_directory, transformer_parts, weight_dtype)
unet_model, = DiffusersUNETLoader.load_model(sub_directory, transformer_parts, weight_dtype)
clip_model = DiffusersClipLoader.load_model(sub_directory, clip_type)