diff --git a/src/diffusers/models/transformers/transformer_kandinsky.py b/src/diffusers/models/transformers/transformer_kandinsky.py
index ac2fe58d60..8d2bae11cb 100644
--- a/src/diffusers/models/transformers/transformer_kandinsky.py
+++ b/src/diffusers/models/transformers/transformer_kandinsky.py
@@ -361,7 +361,8 @@ class Kandinsky5SDPAAttentionProcessor(nn.Module):
 
 class Kandinsky5NablaAttentionProcessor(nn.Module):
     """Custom attention processor for Nabla attention"""
-
+    
+    @torch.compile(mode="max-autotune-no-cudagraphs", dynamic=True)
     def __call__(
         self,
         attn,