diff --git a/comfy/conds.py b/comfy/conds.py
index f2564e7e..5af3e93e 100644
--- a/comfy/conds.py
+++ b/comfy/conds.py
@@ -1,6 +1,7 @@
 import torch
 import math
 import comfy.utils
+import logging
 
 
 class CONDRegular:
@@ -16,6 +17,9 @@ class CONDRegular:
     def can_concat(self, other):
         if self.cond.shape != other.cond.shape:
             return False
+        if self.cond.device != other.cond.device:
+            logging.warning("WARNING: conds not on same device, skipping concat.")
+            return False
         return True
 
     def concat(self, others):
@@ -51,6 +55,9 @@ class CONDCrossAttn(CONDRegular):
             diff = mult_min // min(s1[1], s2[1])
             if diff > 4: #arbitrary limit on the padding because it's probably going to impact performance negatively if it's too much
                 return False
+        if self.cond.device != other.cond.device:
+            logging.warning("WARNING: conds not on same device: skipping concat.")
+            return False
         return True
 
     def concat(self, others):
diff --git a/comfy/model_base.py b/comfy/model_base.py
index f9591f29..2db81e24 100644
--- a/comfy/model_base.py
+++ b/comfy/model_base.py
@@ -409,7 +409,7 @@ def sdxl_pooled(args, noise_augmentor):
     if "unclip_conditioning" in args:
         return unclip_adm(args.get("unclip_conditioning", None), args["device"], noise_augmentor, seed=args.get("seed", 0) - 10)[:,:1280]
     else:
-        return args["pooled_output"].to(device=args["device"])
+        return args["pooled_output"]
 
 class SDXLRefiner(BaseModel):
     def __init__(self, model_config, model_type=ModelType.EPS, device=None):