diff --git a/shortfin/python/shortfin_apps/sd/components/exports.py b/shortfin/python/shortfin_apps/sd/components/exports.py
index 7051b327d..c2eae4304 100644
--- a/shortfin/python/shortfin_apps/sd/components/exports.py
+++ b/shortfin/python/shortfin_apps/sd/components/exports.py
@@ -23,6 +23,14 @@ def export_sdxl_model(
 ) -> ExportOutput:
     import torch
 
+    def check_torch_version(begin: tuple, end: tuple):
+        version = torch.__version__.split("+")[0]  # Remove any suffix like '+cu118'
+        major, minor, patch = map(int, version.split("."))
+        if not (begin <= (major, minor, patch) < end):
+            raise Warning(
+                f"Torch version is outside the supported range for some exports: {begin}-{end}"
+            )
+
     decomp_list = [torch.ops.aten.logspace]
     if decomp_attn == True:
         decomp_list = [
@@ -66,11 +74,7 @@ def encode_prompts(
                 return module.forward(**inputs)
 
         elif component in ["unet", "punet", "scheduled_unet"]:
-            t_ver = torch.__version__
-            if any(key in t_ver for key in ["2.6.", "2.3."]):
-                print(
-                    "You have a torch version that is unstable for this export and may encounter export or compile-time issues: {t_ver}. The reccommended versions are 2.4.1 - 2.5.1"
-                )
+            check_torch_version((2, 4, 1), (2, 6, 0))
             from sharktank.torch_exports.sdxl.unet import (
                 get_scheduled_unet_model_and_inputs,
                 get_punet_model_and_inputs,