diff --git a/modules_forge/supported_controlnet.py b/modules_forge/supported_controlnet.py
index 49b04c19..2cc90843 100644
--- a/modules_forge/supported_controlnet.py
+++ b/modules_forge/supported_controlnet.py
@@ -1,7 +1,9 @@
 import os
 import torch
-import ldm_patched.modules.utils
 
+from huggingface_guess.detection import unet_config_from_diffusers_unet, model_config_from_unet
+from huggingface_guess.utils import unet_to_diffusers
+from backend import memory_management
 from backend.operations import using_forge_operations
 from backend.nn.cnets import cldm
 from backend.patcher.controlnet import ControlLora, ControlNet, load_t2i_adapter
@@ -43,9 +45,9 @@ class ControlNetPatcher(ControlModelPatcher):
 
         controlnet_config = None
         if "controlnet_cond_embedding.conv_in.weight" in controlnet_data:  # diffusers format
-            unet_dtype = ldm_patched.modules.model_management.unet_dtype()
-            controlnet_config = ldm_patched.modules.model_detection.unet_config_from_diffusers_unet(controlnet_data, unet_dtype)
-            diffusers_keys = ldm_patched.modules.utils.unet_to_diffusers(controlnet_config)
+            unet_dtype = memory_management.unet_dtype()
+            controlnet_config = unet_config_from_diffusers_unet(controlnet_data, unet_dtype)
+            diffusers_keys = unet_to_diffusers(controlnet_config)
             diffusers_keys["controlnet_mid_block.weight"] = "middle_block_out.0.weight"
             diffusers_keys["controlnet_mid_block.bias"] = "middle_block_out.0.bias"
 
@@ -104,11 +106,12 @@ class ControlNetPatcher(ControlModelPatcher):
             return ControlNetPatcher(net)
 
         if controlnet_config is None:
-            unet_dtype = ldm_patched.modules.model_management.unet_dtype()
-            controlnet_config = ldm_patched.modules.model_detection.model_config_from_unet(controlnet_data, prefix, unet_dtype, True).unet_config
+            unet_dtype = memory_management.unet_dtype()
+            controlnet_config = model_config_from_unet(controlnet_data, prefix, True).unet_config
+            controlnet_config['dtype'] = unet_dtype
 
-        load_device = ldm_patched.modules.model_management.get_torch_device()
-        manual_cast_dtype = ldm_patched.modules.model_management.unet_manual_cast(unet_dtype, load_device)
+        load_device = memory_management.get_torch_device()
+        manual_cast_dtype = memory_management.unet_manual_cast(unet_dtype, load_device)
 
         controlnet_config.pop("out_channels")
         controlnet_config["hint_channels"] = controlnet_data["{}input_hint_block.0.weight".format(prefix)].shape[1]