fix: correct import path for load_model_dict_into_meta in conversion scripts (huggingface#12616)

yashwantbezawada · web-flow · commit 0fd58c7706ac · 2025-11-10T14:47:18.000+05:30
The function load_model_dict_into_meta was moved from modeling_utils.py to model_loading_utils.py but the imports in the conversion scripts were not updated, causing ImportError when running these scripts. This fixes the import in 6 conversion scripts: - scripts/convert_sd3_to_diffusers.py - scripts/convert_stable_cascade_lite.py - scripts/convert_stable_cascade.py - scripts/convert_stable_audio.py - scripts/convert_sana_to_diffusers.py - scripts/convert_sana_controlnet_to_diffusers.py Fixes huggingface#12606
diff --git a/scripts/convert_sana_controlnet_to_diffusers.py b/scripts/convert_sana_controlnet_to_diffusers.py
@@ -10,7 +10,7 @@
 from diffusers import (
     SanaControlNetModel,
 )
-from diffusers.models.modeling_utils import load_model_dict_into_meta
+from diffusers.models.model_loading_utils import load_model_dict_into_meta
 from diffusers.utils.import_utils import is_accelerate_available
 
 
diff --git a/scripts/convert_sana_to_diffusers.py b/scripts/convert_sana_to_diffusers.py
@@ -20,7 +20,7 @@
     SanaTransformer2DModel,
     SCMScheduler,
 )
-from diffusers.models.modeling_utils import load_model_dict_into_meta
+from diffusers.models.model_loading_utils import load_model_dict_into_meta
 from diffusers.utils.import_utils import is_accelerate_available
 
 
diff --git a/scripts/convert_sd3_to_diffusers.py b/scripts/convert_sd3_to_diffusers.py
@@ -7,7 +7,7 @@
 
 from diffusers import AutoencoderKL, SD3Transformer2DModel
 from diffusers.loaders.single_file_utils import convert_ldm_vae_checkpoint
-from diffusers.models.modeling_utils import load_model_dict_into_meta
+from diffusers.models.model_loading_utils import load_model_dict_into_meta
 from diffusers.utils.import_utils import is_accelerate_available
 
 
diff --git a/scripts/convert_stable_audio.py b/scripts/convert_stable_audio.py
@@ -18,7 +18,7 @@
     StableAudioPipeline,
     StableAudioProjectionModel,
 )
-from diffusers.models.modeling_utils import load_model_dict_into_meta
+from diffusers.models.model_loading_utils import load_model_dict_into_meta
 from diffusers.utils import is_accelerate_available
 
 
diff --git a/scripts/convert_stable_cascade.py b/scripts/convert_stable_cascade.py
@@ -20,7 +20,7 @@
 )
 from diffusers.loaders.single_file_utils import convert_stable_cascade_unet_single_file_to_diffusers
 from diffusers.models import StableCascadeUNet
-from diffusers.models.modeling_utils import load_model_dict_into_meta
+from diffusers.models.model_loading_utils import load_model_dict_into_meta
 from diffusers.pipelines.wuerstchen import PaellaVQModel
 from diffusers.utils import is_accelerate_available
 
diff --git a/scripts/convert_stable_cascade_lite.py b/scripts/convert_stable_cascade_lite.py
@@ -20,7 +20,7 @@
 )
 from diffusers.loaders.single_file_utils import convert_stable_cascade_unet_single_file_to_diffusers
 from diffusers.models import StableCascadeUNet
-from diffusers.models.modeling_utils import load_model_dict_into_meta
+from diffusers.models.model_loading_utils import load_model_dict_into_meta
 from diffusers.pipelines.wuerstchen import PaellaVQModel
 from diffusers.utils import is_accelerate_available
 

Original file line number	Diff line number	Diff line change
`@@ -10,7 +10,7 @@`
`10`	`10`	`from diffusers import (`
`11`	`11`	`SanaControlNetModel,`
`12`	`12`	`)`
`13`		`-from diffusers.models.modeling_utils import load_model_dict_into_meta`
	`13`	`+from diffusers.models.model_loading_utils import load_model_dict_into_meta`
`14`	`14`	`from diffusers.utils.import_utils import is_accelerate_available`
`15`	`15`
`16`	`16`
Original file line number	Diff line number	Diff line change
`@@ -20,7 +20,7 @@`
`20`	`20`	`SanaTransformer2DModel,`
`21`	`21`	`SCMScheduler,`
`22`	`22`	`)`
`23`		`-from diffusers.models.modeling_utils import load_model_dict_into_meta`
	`23`	`+from diffusers.models.model_loading_utils import load_model_dict_into_meta`
`24`	`24`	`from diffusers.utils.import_utils import is_accelerate_available`
`25`	`25`
`26`	`26`
Original file line number	Diff line number	Diff line change
`@@ -18,7 +18,7 @@`
`18`	`18`	`StableAudioPipeline,`
`19`	`19`	`StableAudioProjectionModel,`
`20`	`20`	`)`
`21`		`-from diffusers.models.modeling_utils import load_model_dict_into_meta`
	`21`	`+from diffusers.models.model_loading_utils import load_model_dict_into_meta`
`22`	`22`	`from diffusers.utils import is_accelerate_available`
`23`	`23`
`24`	`24`