diff --git a/invokeai/frontend/web/src/features/nodes/util/graph/generation/addImageToImage.ts b/invokeai/frontend/web/src/features/nodes/util/graph/generation/addImageToImage.ts
index 27be363a1d..8d284f8988 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graph/generation/addImageToImage.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graph/generation/addImageToImage.ts
@@ -14,6 +14,7 @@ import type {
   VaeSourceNodes,
 } from 'features/nodes/util/graph/types';
 import type { Invocation } from 'services/api/types';
+import { assert } from 'tsafe';
 
 type AddImageToImageArg = {
   g: Graph;
@@ -21,6 +22,7 @@ type AddImageToImageArg = {
   manager: CanvasManager;
   l2i: Invocation<LatentToImageNodes>;
   i2l: Invocation<'i2l' | 'flux_vae_encode' | 'sd3_i2l' | 'cogview4_i2l'>;
+  noise?: Invocation<'noise'>;
   denoise: Invocation<DenoiseLatentsNodes>;
   vaeSource: Invocation<VaeSourceNodes | MainModelLoaderNodes>;
 };
@@ -31,6 +33,7 @@ export const addImageToImage = async ({
   manager,
   l2i,
   i2l,
+  noise,
   denoise,
   vaeSource,
 }: AddImageToImageArg): Promise<Invocation<'img_resize' | 'l2i' | 'flux_vae_decode' | 'sd3_l2i' | 'cogview4_l2i'>> => {
@@ -40,6 +43,16 @@ export const addImageToImage = async ({
 
   const { originalSize, scaledSize, rect } = getOriginalAndScaledSizesForOtherModes(state);
 
+  if (denoise.type === 'cogview4_denoise' || denoise.type === 'flux_denoise' || denoise.type === 'sd3_denoise') {
+    denoise.width = scaledSize.width;
+    denoise.height = scaledSize.height;
+  } else {
+    assert(denoise.type === 'denoise_latents');
+    assert(noise, 'SD1.5/SD2/SDXL graphs require a noise node to be passed in');
+    noise.width = scaledSize.width;
+    noise.height = scaledSize.height;
+  }
+
   const adapters = manager.compositor.getVisibleAdaptersOfType('raster_layer');
   const { image_name } = await manager.compositor.getCompositeImageDTO(adapters, rect, {
     is_intermediate: true,
@@ -55,8 +68,6 @@ export const addImageToImage = async ({
       ...scaledSize,
     });
 
-    i2l.image = { image_name };
-
     const resizeImageToOriginalSize = g.addNode({
       type: 'img_resize',
       id: getPrefixedId('initial_image_resize_out'),
diff --git a/invokeai/frontend/web/src/features/nodes/util/graph/generation/addInpaint.ts b/invokeai/frontend/web/src/features/nodes/util/graph/generation/addInpaint.ts
index 6d33fe77c2..ac71ec4b0c 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graph/generation/addInpaint.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graph/generation/addInpaint.ts
@@ -17,6 +17,7 @@ import type {
   VaeSourceNodes,
 } from 'features/nodes/util/graph/types';
 import type { ImageDTO, Invocation } from 'services/api/types';
+import { assert } from 'tsafe';
 
 type AddInpaintArg = {
   g: Graph;
@@ -24,6 +25,7 @@ type AddInpaintArg = {
   manager: CanvasManager;
   l2i: Invocation<LatentToImageNodes>;
   i2l: Invocation<'i2l' | 'flux_vae_encode' | 'sd3_i2l' | 'cogview4_i2l'>;
+  noise?: Invocation<'noise'>;
   denoise: Invocation<DenoiseLatentsNodes>;
   vaeSource: Invocation<VaeSourceNodes | MainModelLoaderNodes>;
   modelLoader: Invocation<MainModelLoaderNodes>;
@@ -36,6 +38,7 @@ export const addInpaint = async ({
   manager,
   l2i,
   i2l,
+  noise,
   denoise,
   vaeSource,
   modelLoader,
@@ -50,6 +53,16 @@ export const addInpaint = async ({
 
   const { originalSize, scaledSize, rect } = getOriginalAndScaledSizesForOtherModes(state);
 
+  if (denoise.type === 'cogview4_denoise' || denoise.type === 'flux_denoise' || denoise.type === 'sd3_denoise') {
+    denoise.width = scaledSize.width;
+    denoise.height = scaledSize.height;
+  } else {
+    assert(denoise.type === 'denoise_latents');
+    assert(noise, 'SD1.5/SD2/SDXL graphs require a noise node to be passed in');
+    noise.width = scaledSize.width;
+    noise.height = scaledSize.height;
+  }
+
   const rasterAdapters = manager.compositor.getVisibleAdaptersOfType('raster_layer');
   const initialImage = await manager.compositor.getCompositeImageDTO(rasterAdapters, rect, {
     is_intermediate: true,
@@ -92,8 +105,6 @@ export const addInpaint = async ({
 
   if (needsScaleBeforeProcessing) {
     // Scale before processing requires some resizing
-    i2l.image = { image_name: initialImage.image_name };
-
     const resizeImageToScaledSize = g.addNode({
       type: 'img_resize',
       id: getPrefixedId('resize_image_to_scaled_size'),
@@ -198,7 +209,6 @@ export const addInpaint = async ({
     }
   } else {
     // No scale before processing, much simpler
-    i2l.image = { image_name: initialImage.image_name };
 
     // If we have a noise mask, apply it to the input image before i2l conversion
     if (noiseMaskImage) {
@@ -219,6 +229,8 @@ export const addInpaint = async ({
 
       g.addEdge(seed, 'value', noiseNode, 'seed');
       g.addEdge(noiseNode, 'image', i2l, 'image');
+    } else {
+      i2l.image = { image_name: initialImage.image_name };
     }
 
     const createGradientMask = g.addNode({
diff --git a/invokeai/frontend/web/src/features/nodes/util/graph/generation/addOutpaint.ts b/invokeai/frontend/web/src/features/nodes/util/graph/generation/addOutpaint.ts
index eee5c243f3..3a74c4c0ed 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graph/generation/addOutpaint.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graph/generation/addOutpaint.ts
@@ -19,6 +19,7 @@ import type {
   VaeSourceNodes,
 } from 'features/nodes/util/graph/types';
 import type { ImageDTO, Invocation } from 'services/api/types';
+import { assert } from 'tsafe';
 
 type AddOutpaintArg = {
   g: Graph;
@@ -26,6 +27,7 @@ type AddOutpaintArg = {
   manager: CanvasManager;
   l2i: Invocation<LatentToImageNodes>;
   i2l: Invocation<ImageToLatentsNodes>;
+  noise?: Invocation<'noise'>;
   denoise: Invocation<DenoiseLatentsNodes>;
   vaeSource: Invocation<VaeSourceNodes | MainModelLoaderNodes>;
   modelLoader: Invocation<MainModelLoaderNodes>;
@@ -38,6 +40,7 @@ export const addOutpaint = async ({
   manager,
   l2i,
   i2l,
+  noise,
   denoise,
   vaeSource,
   modelLoader,
@@ -52,6 +55,16 @@ export const addOutpaint = async ({
 
   const { originalSize, scaledSize, rect } = getOriginalAndScaledSizesForOtherModes(state);
 
+  if (denoise.type === 'cogview4_denoise' || denoise.type === 'flux_denoise' || denoise.type === 'sd3_denoise') {
+    denoise.width = scaledSize.width;
+    denoise.height = scaledSize.height;
+  } else {
+    assert(denoise.type === 'denoise_latents');
+    assert(noise, 'SD1.5/SD2/SDXL graphs require a noise node to be passed in');
+    noise.width = scaledSize.width;
+    noise.height = scaledSize.height;
+  }
+
   const rasterAdapters = manager.compositor.getVisibleAdaptersOfType('raster_layer');
   const initialImage = await manager.compositor.getCompositeImageDTO(rasterAdapters, rect, {
     is_intermediate: true,
diff --git a/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildFLUXGraph.ts b/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildFLUXGraph.ts
index 4a70280dde..84af60cbc8 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildFLUXGraph.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildFLUXGraph.ts
@@ -130,6 +130,7 @@ export const buildFLUXGraph = async (arg: GraphBuilderArg): Promise<GraphBuilder
   g.addEdge(modelLoader, 't5_encoder', posCond, 't5_encoder');
   g.addEdge(modelLoader, 'max_seq_len', posCond, 't5_max_seq_len');
 
+  g.addEdge(positivePrompt, 'value', posCond, 'prompt');
   g.addEdge(posCond, 'conditioning', posCondCollect, 'item');
   g.addEdge(posCondCollect, 'collection', denoise, 'positive_text_conditioning');
 
diff --git a/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSD1Graph.ts b/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSD1Graph.ts
index e40b6da8c6..eae0753201 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSD1Graph.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSD1Graph.ts
@@ -182,6 +182,7 @@ export const buildSD1Graph = async (arg: GraphBuilderArg): Promise<GraphBuilderR
       manager,
       l2i,
       i2l,
+      noise,
       denoise,
       vaeSource,
     });
@@ -199,6 +200,7 @@ export const buildSD1Graph = async (arg: GraphBuilderArg): Promise<GraphBuilderR
       manager,
       l2i,
       i2l,
+      noise,
       denoise,
       vaeSource,
       modelLoader,
@@ -218,6 +220,7 @@ export const buildSD1Graph = async (arg: GraphBuilderArg): Promise<GraphBuilderR
       manager,
       l2i,
       i2l,
+      noise,
       denoise,
       vaeSource,
       modelLoader,
diff --git a/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSDXLGraph.ts b/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSDXLGraph.ts
index 809bfcffcf..5f5c6e3b7f 100644
--- a/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSDXLGraph.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/graph/generation/buildSDXLGraph.ts
@@ -192,6 +192,7 @@ export const buildSDXLGraph = async (arg: GraphBuilderArg): Promise<GraphBuilder
       manager,
       l2i,
       i2l,
+      noise,
       denoise,
       vaeSource,
     });
@@ -209,6 +210,7 @@ export const buildSDXLGraph = async (arg: GraphBuilderArg): Promise<GraphBuilder
       manager,
       l2i,
       i2l,
+      noise,
       denoise,
       vaeSource,
       modelLoader,
@@ -228,6 +230,7 @@ export const buildSDXLGraph = async (arg: GraphBuilderArg): Promise<GraphBuilder
       manager,
       l2i,
       i2l,
+      noise,
       denoise,
       vaeSource,
       modelLoader,