diff --git a/src/diffusers/loaders/lora_conversion_utils.py b/src/diffusers/loaders/lora_conversion_utils.py
index aab87b8f4dba..07c2c2272422 100644
--- a/src/diffusers/loaders/lora_conversion_utils.py
+++ b/src/diffusers/loaders/lora_conversion_utils.py
@@ -643,7 +643,11 @@ def handle_qkv(sds_sd, ait_sd, sds_key, ait_keys, dims=None):
                     old_state_dict,
                     new_state_dict,
                     old_key,
-                    [f"transformer.single_transformer_blocks.{block_num}.norm.linear"],
+                    [
+                        f"transformer.single_transformer_blocks.{block_num}.attn.to_q",
+                        f"transformer.single_transformer_blocks.{block_num}.attn.to_k",
+                        f"transformer.single_transformer_blocks.{block_num}.attn.to_v",
+                    ],
                 )
 
             if "down" in old_key: