fix

.idea/diffusers-fast-inpaint.iml

@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+</module>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/diffusers-fast-inpaint.iml" filepath="$PROJECT_DIR$/.idea/diffusers-fast-inpaint.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

.idea/workspace.xml

@@ -0,0 +1,38 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ChangeListManager">
+    <list default="true" id="30839ef6-dc02-4fb4-a184-2db39cfd122f" name="Changes" comment="">
+      <change beforePath="$PROJECT_DIR$/app.py" beforeDir="false" afterPath="$PROJECT_DIR$/app.py" afterDir="false" />
+    </list>
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+  </component>
+  <component name="ProjectId" id="39TEjpLMFZs4CSNrnyUtXLBRJix" />
+  <component name="ProjectLevelVcsManager" settingsEditedManually="true" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent">
+    <property name="RunOnceActivity.OpenProjectViewOnStart" value="true" />
+    <property name="RunOnceActivity.ShowReadmeOnStart" value="true" />
+    <property name="dart.analysis.tool.window.visible" value="false" />
+    <property name="last_opened_file_path" value="$PROJECT_DIR$" />
+  </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="30839ef6-dc02-4fb4-a184-2db39cfd122f" name="Changes" comment="" />
+      <created>1770711798338</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1770711798338</updated>
+    </task>
+    <servers />
+  </component>
+</project>

app.py

@@ -39,7 +39,7 @@ MODELS = {
     "Playground v2.5": "playgroundai/playground-v2.5-1024px-aesthetic",
     "Juggernaut XL Lightning": "RunDiffusion/Juggernaut-XL-Lightning",
     "Pixel Party XL": "pixelparty/pixel-party-xl",
-    "Fluently XL v3 Inpainting": "fluently/Fluently-XL-v3-inpainting",
+    "Fluently XL v3": "fluently/Fluently-XL-v3",
 }
 
 # Models that require special UNet loading (value is base model to use)
@@ -49,9 +49,9 @@ UNET_MODELS = {
 
 # Models that are single safetensors files (value is the repo, filename, and base model)
 SINGLE_FILE_MODELS = {
-    "Fluently XL v3 Inpainting": {
-        "repo_id": "fluently/Fluently-XL-v3-inpainting",
-        "filename": "FluentlyXL-v3-inpainting.safetensors",
+    "Fluently XL v3": {
+        "repo_id": "fluently/Fluently-XL-v3",
+        "filename": "FluentlyXL-v3.safetensors",
         "base": "stabilityai/stable-diffusion-xl-base-1.0",
     },
 }
@@ -206,6 +206,9 @@ def fill_image(prompt, negative_prompt, image, model_selection, paste_back, guid
 
     if paste_back:
         image = image.convert("RGBA")
+        # Resize generated image to match original source size if needed
+        if image.size != source.size:
+            image = image.resize(source.size)
         cnet_image.paste(image, (0, 0), binary_mask)
     else:
         cnet_image = image