diff --git a/src/diffusers/loaders/peft.py b/src/diffusers/loaders/peft.py
index 81d9b00fa6..723ad9707d 100644
--- a/src/diffusers/loaders/peft.py
+++ b/src/diffusers/loaders/peft.py
@@ -26,7 +26,7 @@ from ..utils import (
     MIN_PEFT_VERSION,
     USE_PEFT_BACKEND,
     check_peft_version,
-    convert_control_lora_state_dict_to_peft,
+    convert_sai_sd_control_lora_state_dict_to_peft,
     convert_unet_state_dict_to_peft,
     delete_adapter_layers,
     get_adapter_name,
@@ -233,9 +233,9 @@ class PeftAdapterMixin:
             # Control LoRA from SAI is different from BFL Control LoRA
             # https://huggingface.co/stabilityai/control-lora
             # https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors
-            is_control_lora = "lora_controlnet" in state_dict
-            if is_control_lora:
-                state_dict = convert_control_lora_state_dict_to_peft(state_dict)
+            is_sai_sd_control_lora = "lora_controlnet" in state_dict
+            if is_sai_sd_control_lora:
+                state_dict = convert_sai_sd_control_lora_state_dict_to_peft(state_dict)
 
             rank = {}
             for key, val in state_dict.items():
@@ -269,7 +269,7 @@ class PeftAdapterMixin:
             )
 
             # Adjust LoRA config for Control LoRA
-            if is_control_lora:
+            if is_sai_sd_control_lora:
                 lora_config.lora_alpha = lora_config.r
                 lora_config.alpha_pattern = lora_config.rank_pattern
                 lora_config.bias = "all"
diff --git a/src/diffusers/utils/__init__.py b/src/diffusers/utils/__init__.py
index 3f19e3e8eb..440e4539e7 100644
--- a/src/diffusers/utils/__init__.py
+++ b/src/diffusers/utils/__init__.py
@@ -143,7 +143,7 @@ from .pil_utils import PIL_INTERPOLATION, make_image_grid, numpy_to_pil, pt_to_p
 from .remote_utils import remote_decode
 from .state_dict_utils import (
     convert_all_state_dict_to_peft,
-    convert_control_lora_state_dict_to_peft,
+    convert_sai_sd_control_lora_state_dict_to_peft,
     convert_state_dict_to_diffusers,
     convert_state_dict_to_kohya,
     convert_state_dict_to_peft,
diff --git a/src/diffusers/utils/state_dict_utils.py b/src/diffusers/utils/state_dict_utils.py
index 14d5e9cfb6..8c3aa5807e 100644
--- a/src/diffusers/utils/state_dict_utils.py
+++ b/src/diffusers/utils/state_dict_utils.py
@@ -289,7 +289,7 @@ def convert_unet_state_dict_to_peft(state_dict):
     return convert_state_dict(state_dict, mapping)
 
 
-def convert_control_lora_state_dict_to_peft(state_dict):
+def convert_sai_sd_control_lora_state_dict_to_peft(state_dict):
     def _convert_controlnet_to_diffusers(state_dict):
         is_sdxl = "input_blocks.11.0.in_layers.0.weight" not in state_dict
         logger.info(f"Using ControlNet lora ({'SDXL' if is_sdxl else 'SD15'})")