diff --git a/distorch_2.py b/distorch_2.py
index 66e6cbc..6a54ed1 100644
--- a/distorch_2.py
+++ b/distorch_2.py
@@ -67,10 +67,14 @@ def register_patched_safetensor_modelpatcher():
             allocations = safetensor_allocation_store.get(debug_hash)
 
             if not hasattr(self.model, '_distorch_high_precision_loras') or not allocations:
+                mm.unload_all_models()
+                soft_empty_cache_multigpu(logger)
                 result = original_partially_load(self, device_to, extra_memory, force_patch_weights)
                 if hasattr(self, '_distorch_block_assignments'):
                     del self._distorch_block_assignments
                 return result
+            
+            mm.unload_all_models()
             soft_empty_cache_multigpu(logger)
 
             mem_counter = 0
diff --git a/pyproject.toml b/pyproject.toml
index 49327bc..09d9e5c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-multigpu"
 description = "Provides a suite of custom nodes to manage multiple GPUs for ComfyUI, including advanced model offloading for both GGUF and Safetensor formats with DisTorch, and bespoke MultiGPU support for WanVideoWrapper and other custom nodes."
-version = "2.4.2"
+version = "2.4.3"
 license = {file = "LICENSE"}
 
 [project.urls]