diff --git a/invokeai/frontend/web/public/locales/en.json b/invokeai/frontend/web/public/locales/en.json
index 6734f1dcd1..77c486004c 100644
--- a/invokeai/frontend/web/public/locales/en.json
+++ b/invokeai/frontend/web/public/locales/en.json
@@ -528,7 +528,7 @@
         "hidePreview": "Hide Preview",
         "showPreview": "Show Preview",
         "controlNetControlMode": "Control Mode",
-        "clipSkip": "Clip Skip",
+        "clipSkip": "CLIP Skip",
         "aspectRatio": "Ratio"
     },
     "settings": {
diff --git a/invokeai/frontend/web/src/features/canvas/components/IAICanvasToolbar/IAICanvasBoundingBox.tsx b/invokeai/frontend/web/src/features/canvas/components/IAICanvasToolbar/IAICanvasBoundingBox.tsx
index 0241f3eb55..3421749658 100644
--- a/invokeai/frontend/web/src/features/canvas/components/IAICanvasToolbar/IAICanvasBoundingBox.tsx
+++ b/invokeai/frontend/web/src/features/canvas/components/IAICanvasToolbar/IAICanvasBoundingBox.tsx
@@ -12,6 +12,7 @@ import {
   setIsMovingBoundingBox,
   setIsTransformingBoundingBox,
 } from 'features/canvas/store/canvasSlice';
+import { uiSelector } from 'features/ui/store/uiSelectors';
 import Konva from 'konva';
 import { GroupConfig } from 'konva/lib/Group';
 import { KonvaEventObject } from 'konva/lib/Node';
@@ -22,8 +23,8 @@ import { useCallback, useEffect, useRef, useState } from 'react';
 import { Group, Rect, Transformer } from 'react-konva';
 
 const boundingBoxPreviewSelector = createSelector(
-  canvasSelector,
-  (canvas) => {
+  [canvasSelector, uiSelector],
+  (canvas, ui) => {
     const {
       boundingBoxCoordinates,
       boundingBoxDimensions,
@@ -35,6 +36,8 @@ const boundingBoxPreviewSelector = createSelector(
       shouldSnapToGrid,
     } = canvas;
 
+    const { aspectRatio } = ui;
+
     return {
       boundingBoxCoordinates,
       boundingBoxDimensions,
@@ -45,6 +48,7 @@ const boundingBoxPreviewSelector = createSelector(
       shouldSnapToGrid,
       tool,
       hitStrokeWidth: 20 / stageScale,
+      aspectRatio,
     };
   },
   {
@@ -70,6 +74,7 @@ const IAICanvasBoundingBox = (props: IAICanvasBoundingBoxPreviewProps) => {
     shouldSnapToGrid,
     tool,
     hitStrokeWidth,
+    aspectRatio,
   } = useAppSelector(boundingBoxPreviewSelector);
 
   const transformerRef = useRef<Konva.Transformer>(null);
@@ -137,12 +142,22 @@ const IAICanvasBoundingBox = (props: IAICanvasBoundingBoxPreviewProps) => {
     const x = Math.round(rect.x());
     const y = Math.round(rect.y());
 
-    dispatch(
-      setBoundingBoxDimensions({
-        width,
-        height,
-      })
-    );
+    if (aspectRatio) {
+      const newHeight = roundToMultiple(width / aspectRatio, 64);
+      dispatch(
+        setBoundingBoxDimensions({
+          width: width,
+          height: newHeight,
+        })
+      );
+    } else {
+      dispatch(
+        setBoundingBoxDimensions({
+          width,
+          height,
+        })
+      );
+    }
 
     dispatch(
       setBoundingBoxCoordinates({
@@ -154,7 +169,7 @@ const IAICanvasBoundingBox = (props: IAICanvasBoundingBoxPreviewProps) => {
     // Reset the scale now that the coords/dimensions have been un-scaled
     rect.scaleX(1);
     rect.scaleY(1);
-  }, [dispatch, shouldSnapToGrid]);
+  }, [dispatch, shouldSnapToGrid, aspectRatio]);
 
   const anchorDragBoundFunc = useCallback(
     (
diff --git a/invokeai/frontend/web/src/features/canvas/store/canvasSlice.ts b/invokeai/frontend/web/src/features/canvas/store/canvasSlice.ts
index ae184aec00..9bba44e3ea 100644
--- a/invokeai/frontend/web/src/features/canvas/store/canvasSlice.ts
+++ b/invokeai/frontend/web/src/features/canvas/store/canvasSlice.ts
@@ -879,7 +879,7 @@ export const canvasSlice = createSlice({
       if (ratio) {
         state.boundingBoxDimensions.height = roundToMultiple(
           state.boundingBoxDimensions.width / ratio,
-          8
+          64
         );
       }
     });
diff --git a/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxHeight.tsx b/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxHeight.tsx
index 78fa245753..12fc4abcf7 100644
--- a/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxHeight.tsx
+++ b/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxHeight.tsx
@@ -42,7 +42,7 @@ const ParamBoundingBoxWidth = () => {
       })
     );
     if (aspectRatio) {
-      const newWidth = roundToMultiple(v * aspectRatio, 8);
+      const newWidth = roundToMultiple(v * aspectRatio, 64);
       dispatch(
         setBoundingBoxDimensions({
           width: newWidth,
@@ -60,7 +60,7 @@ const ParamBoundingBoxWidth = () => {
       })
     );
     if (aspectRatio) {
-      const newWidth = roundToMultiple(512 * aspectRatio, 8);
+      const newWidth = roundToMultiple(512 * aspectRatio, 64);
       dispatch(
         setBoundingBoxDimensions({
           width: newWidth,
diff --git a/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxWidth.tsx b/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxWidth.tsx
index 69edd09137..5c9a82110a 100644
--- a/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxWidth.tsx
+++ b/invokeai/frontend/web/src/features/parameters/components/Parameters/Canvas/BoundingBox/ParamBoundingBoxWidth.tsx
@@ -42,7 +42,7 @@ const ParamBoundingBoxWidth = () => {
       })
     );
     if (aspectRatio) {
-      const newHeight = roundToMultiple(v / aspectRatio, 8);
+      const newHeight = roundToMultiple(v / aspectRatio, 64);
       dispatch(
         setBoundingBoxDimensions({
           width: Math.floor(v),
@@ -60,7 +60,7 @@ const ParamBoundingBoxWidth = () => {
       })
     );
     if (aspectRatio) {
-      const newHeight = roundToMultiple(512 / aspectRatio, 8);
+      const newHeight = roundToMultiple(512 / aspectRatio, 64);
       dispatch(
         setBoundingBoxDimensions({
           width: Math.floor(512),