diff --git a/comfy/samplers.py b/comfy/samplers.py
index a99af5217..8bfc42bdb 100755
--- a/comfy/samplers.py
+++ b/comfy/samplers.py
@@ -870,14 +870,21 @@ def calculate_start_end_timesteps(model, conds):
 
 def pre_run_control(model, conds):
     s = model.model_sampling
+    # Per-device model lookup so multigpu control clones get the matching
+    # diffusion_model (e.g. QwenFunControlNet stashes it into extra_args).
+    device_models: dict = {}
+    patcher = getattr(model, "current_patcher", None)
+    if patcher is not None:
+        for p in patcher.get_additional_models_with_key("multigpu"):
+            device_models[p.load_device] = p.model
     for t in range(len(conds)):
         x = conds[t]
 
         percent_to_timestep_function = lambda a: s.percent_to_sigma(a)
         if 'control' in x:
             x['control'].pre_run(model, percent_to_timestep_function)
-            for device_cnet in x['control'].multigpu_clones.values():
-                device_cnet.pre_run(model, percent_to_timestep_function)
+            for device, device_cnet in x['control'].multigpu_clones.items():
+                device_cnet.pre_run(device_models.get(device, model), percent_to_timestep_function)
 
 def apply_empty_x_to_equal_area(conds, uncond, name, uncond_fill_func):
     cond_cnets = []