diff --git a/invokeai/backend/install/model_install_backend.py b/invokeai/backend/install/model_install_backend.py
index 00c19712a0..c25d136855 100644
--- a/invokeai/backend/install/model_install_backend.py
+++ b/invokeai/backend/install/model_install_backend.py
@@ -284,16 +284,16 @@ class ModelInstall(object):
                         location = self._download_hf_model(repo_id, files, staging)
                         break
                     elif f'learned_embeds.{suffix}' in files:
-                        location = self._download_hf_model(repo_id, ['learned_embeds.suffix'], staging)
+                        location = self._download_hf_model(repo_id, [f'learned_embeds.{suffix}'], staging)
                         break
             if not location:
                 logger.warning(f'Could not determine type of repo {repo_id}. Skipping install.')
-                return
-            
+                return {}
+
             info = ModelProbe().heuristic_probe(location, self.prediction_helper)
             if not info:
                 logger.warning(f'Could not probe {location}. Skipping install.')
-                return
+                return {}
             dest = self.config.models_path / info.base_type.value / info.model_type.value / self._get_model_name(repo_id,location)
             if dest.exists():
                 shutil.rmtree(dest)
diff --git a/invokeai/backend/model_management/model_probe.py b/invokeai/backend/model_management/model_probe.py
index 6555b7a1c4..0ef35625ae 100644
--- a/invokeai/backend/model_management/model_probe.py
+++ b/invokeai/backend/model_management/model_probe.py
@@ -64,8 +64,8 @@ class ModelProbe(object):
     @classmethod
     def probe(cls,
               model_path: Path,
-              model: Optional[Union[Dict, ModelMixin]],
-              prediction_type_helper: Callable[[Path],SchedulerPredictionType] = None)->ModelProbeInfo:
+              model: Optional[Union[Dict, ModelMixin]] = None,
+              prediction_type_helper: Optional[Callable[[Path],SchedulerPredictionType]] = None)->ModelProbeInfo:
         '''
         Probe the model at model_path and return sufficient information about it
         to place it somewhere in the models directory hierarchy. If the model is
diff --git a/invokeai/frontend/install/model_install.py b/invokeai/frontend/install/model_install.py
index 33ef114912..c367951f23 100644
--- a/invokeai/frontend/install/model_install.py
+++ b/invokeai/frontend/install/model_install.py
@@ -382,10 +382,21 @@ class addModelsForm(CyclingForm, npyscreen.FormMultiPage):
         )
         return min(cols, len(self.installed_models))
 
+    def confirm_deletions(self, selections: InstallSelections)->bool:
+        remove_models = selections.remove_models
+        if len(remove_models) > 0:
+            mods = "\n".join([ModelManager.parse_key(x)[0] for x in remove_models])
+            return npyscreen.notify_ok_cancel(f"These unchecked models will be deleted from disk. Continue?\n---------\n{mods}")
+        else:
+            return True
+
     def on_execute(self):
-        self.monitor.entry_widget.buffer(['Processing...'],scroll_end=True)
         self.marshall_arguments()
         app = self.parentApp
+        if not self.confirm_deletions(app.install_selections):
+            return
+            
+        self.monitor.entry_widget.buffer(['Processing...'],scroll_end=True)
         self.ok_button.hidden = True
         self.display()
         
@@ -417,6 +428,8 @@ class addModelsForm(CyclingForm, npyscreen.FormMultiPage):
         
     def on_done(self):
         self.marshall_arguments()
+        if not self.confirm_deletions(self.parentApp.install_selections):
+            return
         self.parentApp.setNextForm(None)
         self.parentApp.user_cancelled = False
         self.editing = False